tag:blogger.com,1999:blog-54735355584531123692024-03-05T08:18:33.785-08:00SiliconMentorThis blog is all about VLSI, Image Processing, Signal Processing, Computer Vision, Machine learning. You can get here latest updates and important fact about these topics.Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.comBlogger127125tag:blogger.com,1999:blog-5473535558453112369.post-29701818976714582142017-07-10T22:34:00.003-07:002017-07-10T22:34:59.261-07:00Some important guidelines to write a successful PhD proposal <div dir="ltr" style="text-align: left;" trbidi="on">
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">What is a PhD research proposal?<o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">A
Proposal that is designed to outline your proposed project is a PhD proposal.
It defines a clear question and approach to answer it. Helps to highlight its
originality or significance. This proposal will help you to know about existing
literature in the field. Even if you are working on a establish project still
you are expected as a part of university application procedure, to explain the
development of particular research that you are working on.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">The
main purpose of the proposal is that the candidate has done proper research in
their area of interest. They should be ready to tell about the broad
description of their issues in proposed proposal. Often researchers are needed
to be modified because finding cannot be predicted beforehand. Your proposal
should be attractive enough to attract the academic community that you want to
be work with and be sure about the time duration, complete the project within
given realistic time frame and at a reasonable cost. So, In order to prepare
your proposal read below guidelines that will assist you in this task. It is important to check with department for
word limits and guidelines.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">What is a research proposal for?<o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Potential
supervisors will use your research proposal to check the quality and generality
of your ideas. Your research proposal
will give them access to check your skills in critical thinking and to check
whether your project is feasible or not. Please keep in mind that your need to
complete your proposal within three years if you’re doing it regularly and if
you are going for the part time then you need to complete this program within
six years. So carefully think about the scope of your research and get ready to
explain how you will complete it within this time frame.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">To
access your expertise in a particular area and to check knowledge of the
existing literature, the research programs are designed. These are used to
access and assign the supervisor team.
If you want to work with a particular supervisor and you have discussed
it with that person, so you need to mention about this in your proposal. Before
making a formal application, we advise you to check and identify the particular
supervisor, discuss your proposal informally with supervisor and also ensure
the mutual interest. It will help you to gain the input on the design, scope,
and feasibility of your project.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Critically,
it will give you an opportunity to communicate about your passion in the
specific area of your subject and it will give an effective logic about your
project accomplishment. Although a project will cover an outline so it should
be proposed as the logical essay that is it helps to gain attention to the
readers and show them the importance of your project.<o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5mTi9A0yxSkznokskP7Roz07-xQfcT5BF2-9kuYZfxwNYYZ0pcu50OWFLz4NzMpeVlkv9NDYG_iJZ5k0iWYlYYaqavkgtvh3RXzz9SwUWq672_W6A0mSqhHfbu72SkTSRYsf3sHMTtEUq/s1600/PhD+Project+Guidance.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="PhD project guidance" border="0" data-original-height="458" data-original-width="506" height="577" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5mTi9A0yxSkznokskP7Roz07-xQfcT5BF2-9kuYZfxwNYYZ0pcu50OWFLz4NzMpeVlkv9NDYG_iJZ5k0iWYlYYaqavkgtvh3RXzz9SwUWq672_W6A0mSqhHfbu72SkTSRYsf3sHMTtEUq/s640/PhD+Project+Guidance.png" title="PhD research proposal" width="640" /></a></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Is the research proposal set in
stone?<o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">This
is not true because the good proposal spread as the work release. It is common
for students to rectify their actual proposal with the help of literature
reviews given in detailed. For further reviews, you can consider the reviews
and comments of the expert’s supervisors.
It is helpful if you view your proposal as the beginning outline rather
than making it “final product” summary.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Structuring a Research Proposal <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">To
start with any department, check carefully and find out whether a particular
template is needed or provided. The following elements are critically needed
commonly to make a strong research proposal:-<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Title <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">You
can change the title but keep in mind to include the important keywords that
will refer to the particular potential supervisor, funding schemes and more.
You should make sure that you that your title should simply describe the
subject matter – which will identify your approach and key questions.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">(A) Project Summary <o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">This
section will give a summary of your proposed research to the reader who is not
specialized in this field. It will summarize the aims, significance, and
outcomes of the research.<o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">(B) Project details <o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">This
section should give the solid and convincing framework for your research by
including the following subsections:-<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Research questions: - This section should
include research questions and give major approach to the conceptual,
theoretical and normative approach to the questions.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Aims/Objectives of the Project: - List of
your aims should be logical and in sequence like what you want to know, prove,
analyze, investigate or examine. The aim of the project is to be providing an
outline of the project to be proposed and to give permission to the student to
start preparing the research proposal. <o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"> Overview of research<o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">In
this section, you should abstract your research overview and observe that they
are suitable for existing academic discourses, debates and literature. You need
to be particular about recognizing the development and debutantes you want to
join with but get the direct way to lead long exegesis PhD particular course.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Make
links between your research and existing strengths of the departments to which
you will apply within this section. You can go and check for suitable websites
that will help you to search for the existing research going in the particular
department and check whether your project can go with this.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">You
need to make unique different proposals if you are applying for multiple
departments. The proposal should be unique for every department.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Ground
your research in existing literature <o:p></o:p></span></u></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">You
need to rectify some important debates and issues at this stage, also show your
knowledge about the main works of research that are addressing the research
issue that you are proposing for. It is not possible for you to review all
relevant literature at this stage so you can go for few. In this part of the
proposal, you should give reference to the texts that are most important
related to the research. Identify your gaps in both theoretical and practical
issues by demonstrating your understanding to the research issues. The original
piece of your research PhD, will help to demonstrate that your proposed topic
has been studied before or not.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Research
design, methodology, and timescale<o:p></o:p></span></u></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">In
this section, you will be able to identify the information and data that you
will need in order to address the main issue of your research. It will identify how you will use the
material and important research methods and techniques that you will use. You should also pinpoint the main problems
that you may face during the research process.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Theoretical
framework and methods <o:p></o:p></span></u></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">You
need to demonstrate that you already have given some time to thought about the
methods that you will use on things. There will be no need to give full details
about those methods that you will use to answer your research questions..<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">You
should forecast the methods that you will use to achieve the project aims and
also to show that your project is feasible or not within the given time period.
Your application will get unsuccessful if you are not able to complete your
proposal in time.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><o:p></o:p></span></u></div>
<div class="MsoNormal">
<u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Aims
to address following points:-</span></u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• How do you predict that you will achieve
the project aims and what is your reason for taking this project approach?<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Explain what do you need? <o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Can you go for necessary data and
expertise?<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Do you need particular resources to
complete your project?<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Are you aware of any barriers or pitfalls?<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• The proposed project should involve human
ethics, animal ethics, and safety?<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">• Do you require any travel or field work? If
yes the where to go and how long and for how much time?<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"> </span><span style="font-family: "Arial Unicode MS", sans-serif; font-size: 12pt;"> </span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Timescale <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"> You should provide the realistic plan in which
you will complete your studies for research whether its three years plan or six
years part-time plan. You also need to complete your monthly/quarterly outline
within the time scheduled.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Methodology <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">It
can be the longest section of your research outline. This is very important
section and you need to give full attention to this section. All questions that
are answered should be in detailed information. The person who will read your
proposal will look for quality of evidence that you have used. You should clearly define all the research
strategies that are related to your department. All the methods that you have
used for data gathering should be defined clearly.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">References <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">The
references you provide to the reader should be in a good sense of your grasp on
the literature and how you use them. You should be confident about the
reference texts and resources that you have used to play the large role in your
analysis. It’s a critical reflection of the selection of appropriate text used
by you so be careful about this because you are not writing a bibliography that
you can list anything.<b><u><o:p></o:p></u></b></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">The key to writing a strong
research proposal:-<o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">1. You should be clear about your research
idea. This will take the assumption in
form and you can identify a more open-ended issue.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">2. Try to establish the impotence and relation
of the proposed research question in the surroundings of the current academic
thinking.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">3. You should give the complete description
about the data and source material you need in your research program.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">4. You need to give a clear and practical
approach to the methods that you used to enable the address of your research
topic and to answer the questions.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">5. You should suggest the impact that your
research might have, and the new areas you work.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">6. You need to explain why you’re qualified
and capable of doing the proposed research.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">7. Do all the above points in a short, cleared
and grammatical manner.</span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Possible pitfalls<o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Very
often student’s proposal fails to be accepted as entrance criteria for PhD because of the weakness in their proposal. To avoid the rejection, on must
follow this advice in their mind:-<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">1. You should be sure about the research idea,
its questions, and problems. These things should be stated very clearly.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">2. Time should be given to the formulating
questions in the early stage of a project because they are as important as
project results.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">3. You should be sure about the applying to a
department that you have researched, ensure that there are staffs that are
interested in your project and also supervise your project.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">4. Make sure that you have connected potential
supervisors in advance, and shown them the polished version of your project.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">5. You should be ready to accept the changes,
so do not make your proposal final proposal without taking help of expert
supervisors. Be ready to accept the changes in your proposal.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">6. The poorly formed proposal indicates that
proposed project may suffer from rejection so; you should make sure that
project is well structured.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">7. The scope of your project is reasonable,
within the significant limits to the size, be sure about this. <o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">8. You need to complete and write the project
within given span of time.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">9. Your passion for the particular subject
should be to shine through the structure and arguments present within your
proposal. We know that we are nit experts in this field but it’s up to you only
to make your project and subject matter to get engage with your readers.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">10. You should be sure about the proposal gives
the understanding of each of the research methods and these research methods
should clearly identify the appropriate research questions.<o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Checklist for a research proposal <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">1. The content of the table.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">2. Introduction to the related topic.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">3. Research project problem statement and
justification.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">4. Objectives of the study.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">5. Review of research and literature.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">6. Methods of research.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">7. Data collection and its evolution.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">8. Analysis of text and documents.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">9. Results and output of the study.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">10. Bibliography.<o:p></o:p></span></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">11. Timetable. <o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">Exemption from completing a
Research Proposal <o:p></o:p></span></u></b></div>
<div class="MsoNormal">
<b><u><span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;"><br /></span></u></b></div>
<div class="MsoNormal">
<span lang="EN-IN" style="font-family: "Arial Unicode MS","sans-serif"; font-size: 12.0pt; line-height: 115%;">The
students who originate from a country subject to UNSC sanctions are exempted
from the requirement to complete a research proposal as part of the application
for admission. All the students who are applying to the faculties of different
subjects are requires submitting a research proposal on the research proposal
template. <o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<br /></div>
<br />
<div class="MsoNormal">
<br /></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com2tag:blogger.com,1999:blog-5473535558453112369.post-24241840844664767002016-01-08T05:01:00.004-08:002016-01-08T05:04:39.979-08:00VLSI Projects List for M.tech Thesis<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="MsoNormal" style="line-height: 150%; margin-left: .25in; text-align: justify;">
</div>
<ol>
<li>A Clock less, Multi-Stable, CMOS Analog Circuit.</li>
<li><span style="line-height: 150%;">An Improved Design of Key Analog
Circuits in CMOS Image Sensor</span></li>
<li><span style="line-height: 150%;">Frequency Compensation in Two-Stage
Operational Amplifiers for achieving High 3-db Bandwidth.</span></li>
<li><span style="line-height: 150%;">Circle Equation-Based Fault Modeling
Methodfor Linear Analog Circuits.</span></li>
<li><span style="line-height: 150%;">Indirect Miller Effect Based
Compensation in Low Power Two-Stage Operational Amplifiers.</span></li>
<li><span style="line-height: 150%;">Analog Circuit Design Using
Tunnel-fets.</span></li>
<li><span style="line-height: 150%;">Ultra-Low-Voltage Operation ofCMOS
Analog Circuits: Amplifiers,Oscillators, and Rectifiers.</span></li>
<li><span style="line-height: 150%;">N-Channel Dual-Workfunction-Gate
MOSFET forAnalog Circuit Applications.</span></li>
<li><span style="line-height: 150%;">Steady State Computation and Noise
Analysis of Analog Mixed Signal Circuits.</span></li>
<li><span style="line-height: 150%;">New Possibilities and Trends in
Circuit Design for Analog Signal Processing.</span></li>
<li><span style="line-height: 150%;">Offset Reduction in Operational
Amplifiers using Floating Gate Technology and LMS Algorithm.</span></li>
<li><span style="line-height: 150%;">A</span><span style="line-height: 150%;">
</span><span style="line-height: 150%;">Method</span><span style="line-height: 150%;"> </span><span style="line-height: 150%;">of</span><span style="line-height: 150%;"> </span><span style="line-height: 150%;">Analog</span><span style="line-height: 150%;">
</span><span style="line-height: 150%;">Circuit</span><span style="line-height: 150%;"> </span><span style="line-height: 150%;">Optimization</span><span style="line-height: 150%;"> </span><span style="line-height: 150%;">Using Adjoint</span><span style="line-height: 150%;">
</span><span style="line-height: 150%;">Sensitivity</span><span style="line-height: 150%;"> </span><span style="line-height: 150%;">Analysis</span></li>
<li><span style="line-height: 150%;">Area and power optimized multipliers with minimum leakage.</span></li>
<li><span style="line-height: 150%;">Comparison and analysis of combinational circuits using different logic
styles.</span></li>
<li><span style="line-height: 150%;">Combinational circuits without false paths.</span></li>
<li><span style="line-height: 150%;">Fast 32-bit digital multiplier.</span></li>
<li><span style="line-height: 150%;">Fully cmos programmable voltage adder/subtractor.</span></li>
<li><span style="line-height: 150%;">Optimization of combinational logic circuits through decomposition of
truth table and evolution of sub-circuits.</span></li>
<li><span style="line-height: 150%;">Low-power design techniques for high-performance cmos adders.</span></li>
<li><span style="line-height: 150%;">Variable input delay cmos logic for low power design.</span></li>
<li><span style="line-height: 150%;">Analysis of metastability performance in digital circuits on flip-flop.</span></li>
<li><span style="line-height: 150%;">A translinear-based implementation of digital logic gates using only cmos
in current-mode.</span></li>
<li><span style="line-height: 150%;">Optimized power performance and simulation of reversible logic
multiplexer.</span></li>
<li><span style="line-height: 150%;">Vlsi implementation of reduced complexity wallace multiplier using energy
efficient cmos full adder.</span></li>
<li><span style="line-height: 150%;">An improved design of combinational digital circuits with multiplexers
using genetic algorithm</span></li>
<li><span style="line-height: 150%;">Mixed-Signal VLSI Design in 0.5μm Process of Nano-Power Subcompact Mirror
Amplifier for Accusensor.</span></li>
<li><span style="line-height: 150%;">CMOS Current Steering Logic for Low-Voltage Mixed-Signal Integrated
Circuits.</span></li>
<li><span style="line-height: 150%;">A 3.8-ns CMOS 16 x 16-b Multiplier Using Complementary Pass-Transistor
Logic.</span></li>
<li><span style="line-height: 150%;">The Design of A Low-Power Low-Noise Phase Lock Loop.</span></li>
<li><span style="line-height: 150%;">Ultra-High Bandwidth Fully-Differential Three-Stage Operational
Amplifiers in 40nm Digital CMOS.</span></li>
<li><span style="line-height: 150%;">Wide Output Swing Inverterfed Modified Regulated CASCODE Amplifier for
Analog and Mixed-Signal Applications.</span></li>
<li><span style="line-height: 150%;">A Digital-Based Analog Differential Circuit.</span></li>
<li><span style="line-height: 150%;">A low open-loop gain, high-PSRR, micro power CMOS amplifier for
mixed-signal applications.</span></li>
<li><span style="line-height: 150%;">Circuit Techniques for CMOS Low-Power High-Performance Multiplier.</span></li>
<li><span style="line-height: 150%;">An Efficient Mixed-Signal 2.4-ghz Polar PowerAmplifier in 65-nm CMOS
Technology.</span></li>
</ol>
<br /></div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com1tag:blogger.com,1999:blog-5473535558453112369.post-81629991297566171952015-07-03T01:46:00.000-07:002015-07-03T01:46:31.946-07:00FPGA Design and Verilog HDL Projects List<div dir="ltr" style="text-align: left;" trbidi="on">
1. FPGA implementation of LDPC bit-flipping algorithm using Co-simulation.<br />2. FPGA implementation of LDPC Decoder using min-sum algorithm.<br />3. Implementation of AES for image encryption and decryption.<br />4. Development and verification of SPI protocol.<br />5. Development and verification of PPI protocol.<br />6. Audio processing using digital filter using Co-simulation.<br />7. Design of single precision (32-bit) Floating point ALU.<br />8. Design and implementation of the 128-point FFT processor.<br />9. Design and implementation of 16bit RISC Processor.<br />10. FPGA implementation of the 12-bit Ternary multiplier.<br />11. Design of ECG signal processing and denoising using co-simulation.<br />12. Design of low power test pattern generator.<br />13. A BIST TPG for Low Power Dissipation and High Fault Coverage<br />14. Low-Transition LFSR for BIST-Based Applications<br />15. Verilog Implementation of UART with BIST capability<br />16. Verilog implementation of RSA cryptography algorithm.<br />17. Verilog implementation of 64, 32, 16 and 8 bit CSA.<br />18. Design of low power TPG using LP_LFSR for fault coverage.<br />19. Design and implementation of the 32-point FFT processor by Folding Transform.<br />20. FPGA implementation of the REDEYE detection and correction.<br />21. FPGA implementation JPEG 2000 using 2-D DWT .<br />22. Hardware implementation JPEG 2000 using DWT.<br />23. Hardware implementation of the H.264 encoder for HD Video.<br />24. Hardware implementation of the MPEG encoder.<br />25. FPGA implementation of Quantization algorithms for multi standard video platform.<br />26. FPGA implementation of the motion object detection based on background subtraction.<br />27. FPGA implementation of the AES algorithm for reduced cycles.<br />28. Design and implementation of the MRI image enhancement and denoising.<br />29. Hardware implementation of the ECG (Arrhythmia).<br />30. Fault tolerant deflecting router with high fault coverage for ON-Chip network.<br />31. BIST implementation of the UART.<br />32. Orientation field estimation for the fingerprint enhancement.<br />33. Verilog implementation of Reconfigurable router (NOC).<br />34. Verilog implementation of Decimal to binary conversion.<br />35. Verilog implementation of 3D-DWT.<br />
<br />
If you need any suggestion or research guidance for FPGA design & verilog HDL projects then feel free to <a href="http://www.siliconmentor.com/vlsi-projects-list/" target="_blank">contact us</a>.</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-72774276805522265842015-06-26T00:40:00.000-07:002015-06-26T00:40:06.347-07:00Low Power Digital VLSI Projects List<div dir="ltr" style="text-align: left;" trbidi="on">
<ul style="text-align: left;">
<li>ALU in FINFET</li>
<li>VARIABLE TAPER CMOS BUFFER DESIGN</li>
<li>Sleepy Keeper Approach for Power Performance Tuning in VLSI Design.</li>
<li>0-9 bit pattern recognition circuits using neural network, 3-bit pattern recognition.</li>
<li>An adaptive Pulse-Triggered Flip-Flop for a High-Speed and Voltage Scalable Standard Cell Library.</li>
<li>Lewis grey comparator.</li>
<li>4×4-Bit Array Two Phase Clocked Adiabatic Static CMOS Logic Multiplier with New XOR.</li>
<li>Adiabatic Logic Based Low Power Multiplexer and De-multiplexer.</li>
<li>Low Power D-latch design using MCML Tri-state Buffers.</li>
<li>Ultra Low Power NAND Based Multiplexer and Flip flop.</li>
<li>MOS Current Mode Logic Realization of Digital Arithmetic Circuits.</li>
<li>0-0\9 digit pattern recognition circuit using neural network.</li>
<li>6 transistors XOR and XNOR using FINFET.</li>
<li>Winner Take All Circuits of O (n) Complexity.</li>
<li>Low power adiabatic booth multiplier using Positive feedback adiabatic logic (PFAL).</li>
<li>Transmission gate based full adder in deep sub-micron technology.</li>
<li>Low power radix-4 booth multiplier using GDI logic.</li>
<li>High performance nibble multiplexer using modified adiabatic logic.</li>
<li>Sense energy recovery full adder working in sub-threshold region of operation.</li>
<li>Clock gated 4-bit Johnson counter using low power JK flip flop.</li>
<li>A Low-Power Level Shifter With Logic Error Correction for Extremely Low-Voltage Digital CMOS LSIs.</li>
<li>New Low-Power Techniques: Leakage Feedback with Stack & Sleep Stack with Keeper.</li>
<li>Low Power, Delay Optimized Buffer Design using 70 nm CMOS Technology.</li>
<li>Clock gated 4-bit Johnson counter using low power JK flip flop.</li>
<li>Design of a novel low power 8-transistor 1-bit full adder cell.</li>
</ul>
If you need any suggestion or research guidance for <a href="http://www.siliconmentor.com/vlsi-projects-list/" target="_blank"><span style="color: red;">Low Power Digital VLSI Projects</span></a> then feel free to contact us. <br />
<div style="text-align: left;">
<br /></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-54409227364663662542015-06-26T00:32:00.000-07:002015-06-26T00:33:29.456-07:00Analog & Mixed Signal Design Projects List<div dir="ltr" style="text-align: left;" trbidi="on">
<ul style="text-align: left;">
<li> Common source amplifier.</li>
<li> Flash ADC Architecture using Multiplexers to Reduce a Preamplifier and Comparator Count.</li>
<li> Design of SRAM Cell from (6 transistors-12 transistors).</li>
<li> 6 Bit multiplexed based modified Flash Analog to Digital converter.</li>
<li> Over Current protection circuit.</li>
<li> TIQ based ADC.</li>
<li> Low supply Voltage High performance CMOS current mirror.</li>
<li> Low power quad node 10T soft error tolerant SRAM cell for space applications. (at 90nm).</li>
<li> Power reduction technique for low power SRAM’s with high soft error tolerance.</li>
<li> Design of long reset time Power on reset (POR) circuit with Brown out detection.</li>
<li> Design and analysis low power two stage operational amplifiers at 180 nm.</li>
<li> Design and Simulation Difference Types CMOS Phase Frequency Detector for high speed and low Jitter PLL.</li>
<li> Switched-current type of hamming neural network system for pattern recognition.</li>
<li> Design of a Low-Voltage Low-Dropout Regulator.</li>
</ul>
<br />
<div style="text-align: left;">
If you need any suggestion or research guidance for <a href="http://www.siliconmentor.com/vlsi-projects-list/" target="_blank"><span style="color: red;">Analog & Mixed Signal design projects</span></a> then feel free to visit us.</div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com1tag:blogger.com,1999:blog-5473535558453112369.post-79276180429695915182015-06-21T23:56:00.000-07:002015-06-22T00:41:07.045-07:00An overview of Research Guidance in PhD<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
Silicon Mentor is one of the best research entities in India. To make an environment of research we are providing our services in research and development of some of the world most recent burning topics in engineering and technology. Silicon Mentor has expertise in various research domain including Computer Vision, Machine Learning, VLSI, Biomedical Signal Processing and Digital Signal Processing. In the process of research and development we have a unit which provides research guidance to the PhD students. Our research process for PhD projects starts from the specific domain topic selection.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzRgZhH6495UDTzSoEa8IlPtcnWlfa8iQ1O5wAGULUtdeSTrWGV5JP4MRRKyZqah7ZrC3bpnyBh-ie_iLfZBNr1sZ5-eMj_xGBToCGE9QCTNRUeDiG9tU5IspEY3oyunpPuJdeZJrvq8cX/s1600/bd3_006693.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="133" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzRgZhH6495UDTzSoEa8IlPtcnWlfa8iQ1O5wAGULUtdeSTrWGV5JP4MRRKyZqah7ZrC3bpnyBh-ie_iLfZBNr1sZ5-eMj_xGBToCGE9QCTNRUeDiG9tU5IspEY3oyunpPuJdeZJrvq8cX/s400/bd3_006693.jpg" width="400" /></a></div>
<br />
<div class="separator" style="clear: both; text-align: center;">
</div>
</div>
<div style="text-align: justify;">
<br />
1) The topic selection is based on either on the student requirement or we suggest them appropriate topic.<br />
2) After the selection of appropriate topic and research domain we assign our expert team for the support PhD student. This team works with the students on some of the previous work published in SCI indexed journals.<br />
3) During the review period of the previous work our team starts to generate new idea to modify the previous work.<br />
4) After the completion of previous work verification we turn our direction of research towards the modification in the previous design or to generate a new idea.<br />
5) For the implementation of new idea or modification we continuously contact the students and make him understand the new work.<br />
6) For the required tool training Silicon Mentor runs special class to train the students. <br />
7) After the modification of the design we do compare the result of the modified design and previous work.<br />
8) After the verification of complete verification of the result we forward this to next step.<br />
9) We do also compare analytical and simulative results for the preparation of the proposed method.<br />
10) After the completion of the all above steps we provide our expert team in the domain of research paper publication.<br />
11) Our expert team of Research paper publication provides updates about the new conference and journal publication.<br />
12) We usually suggest our clients to publish their work in IEEE, Springer like publications.<br />
13) We also help them to publish their work in any of the SCI index journals.</div>
<div style="text-align: justify;">
<br />
Thus we try to provide best research guidance for <span style="color: red;"><a href="http://www.artipot.com/articles/1872663/top-10-points-to-remember-while-writing-a-phd-thesis.htm" target="_blank"><span style="color: red;">PhD thesis</span></a></span> and <a href="http://www.siliconmentor.com/phd-thesis/" target="_blank"><span style="color: red;">PhD projects</span></a>. We are in the process of continuous improvement to make our services more convenient in the area of Research and Development. For more information you can contact us.</div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-30758457269911769492015-06-09T03:28:00.002-07:002016-11-29T03:21:03.887-08:00How to make an FPGA Partially Reconfigurable<div dir="ltr" style="text-align: left;" trbidi="on">
Partially reconfiguration means changing the FPGA partially or only
the selected part of the FPGA is reconfigured. It can be done in two
ways:<br />
<br />
i) Module based partial reconfiguration<br />
Partial reconfiguration on the basis of difference<br />
<br />
<h3 style="text-align: left;">
Module based partial reconfiguration:</h3>
<br />
In
module based reconfiguration we reconfigure on the specific module or
only by changing a selected module we can do the partially
reconfiguration of our FPGA. The portions of the design to be
reconfigured are known as reconfigurable modules. Specific properties
and specific layout criteria must be met with respect to a
reconfigurable module, FPGA design intending to use partial
reconfiguration must be planned and laid out with that in mind.<br />
<br />
<h3 style="text-align: left;">
Partial reconfiguration on the basis of difference:</h3>
<br />
Partial
reconfiguration on the basis of difference is a method of making small
changes in an FPGA design, such as changing I/O standards, LUT
equations, and block RAM content.<br />
<br />
<h3 style="text-align: left;">
Applications:</h3>
<br />
i) To lessen power or making the design power-efficient.<br />
ii)
Through the JTRS Program, SDRs are becoming a reality for the defense
industries as an effective and necessary tool for communication. SDRs
assure the JTRS standard by having both a software-reprogrammable
operating environment and the ability to support multiple channels and
networks simultaneously.<br />
iii) Partial reconfiguration is useful in
a variety of applications across many industries. The aerospace and
defense industries have certainly taken advantage of its capabilities.<br />
iv)
Increased system performance. Although a portion of the design is being
reconfigured, the rest of the system can keep on to operate. There is
no loss of performance or functionality with unaffected portions of a
design.<br />
v) Hardware sharing. Because partial reconfiguration
allows you to run multiple applications on a single FPGA, hardware
sharing is realized. Benefits include reduced device count, reduced
power consumption, smaller boards, and in particular lower costs.<br />
<br />
<h3 style="text-align: left;">
key steps used in Xilinx to make the FPGA partially Reconfigured:</h3>
<br />
1: First Create Processor Hardware System.<br />
2: Then Create Software Project. <br />
3: After then Create a Plan ahead Project.<br />
4: Defining a Reconfigurable Partition.<br />
5: Adding Reconfigurable Modules.<br />
6: significant the Reconfigurable Partition Region.<br />
7: Running the Design Rule Checker.<br />
8: Then Create the First Configuration, Implementing, and Promoting.<br />
9: Then Create Other Configurations, and Implementing.<br />
10: Then Run Partial Reconfiguration to Verify Utility.<br />
11: Generating Bit Files.<br />
12: Creating an Image, and Testing.<br />
<br />
<h3 style="text-align: left;">
Advantages:</h3>
<br />
There are many advantages to make the <span style="color: red;"><a href="http://www.siliconmentor.com/fpga-system-generator/" target="_blank"><span style="color: red;">FPGA</span></a></span> reconfigured. only some from them are following:<br />
<br />
I) To make the device more efficient.<br />
II) To lessen the LUTs of the design by replacing only specific portion.<br />
III) To lessen power of the design by replacing only specific portion.<br />
IV) To lessen the delay of the design by replacing only specific portion or a specific module.<br />
<br />
<br />
<br />
<br />
<br />
: </div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-85983540157518762082015-06-01T00:37:00.000-07:002015-08-10T03:27:36.553-07:00Is It The Right Path To Pursue PhD Research?<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">PhD
research is the highest level of academic research conducted in universities
and institutes throughout the World. The methods used to conduct Ph.D. research
are sound and the data that results from the research must be unique. There are
many techniques has been created such as scientific methodologies have been
created to ensure the soundness and uniqueness of doctoral research and to
secure continuity in research results. The most often employed methodologies
are quantitative methods, qualitative methods, comparative methods and clinical
trials.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The
world is producing a large number of PhD holders and their number is increasing
every year. Therefore in this era how can a normal PhD holder can survive? World’s
most population countries India and China producing more than 40,000 PhD every
year. Most of the PhD has completed their research in a short duration which
results in the quality of the graduates is not consistent. And Most of the PhD
remains unemployed.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiFEOvLiy-YZfwLDYfAZ9yOdVjhFNahHgBdhI3MInwRq9iZecPawzlLYLb9FgER0LLGplQyj6nTuqQyEIyvu-EKOiGAFML9_oIyz4_KFrEyf618TSjjsOV96BZ8wdK3_6o5FTY83t-c4n_z/s1600/phdcontent.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="108" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiFEOvLiy-YZfwLDYfAZ9yOdVjhFNahHgBdhI3MInwRq9iZecPawzlLYLb9FgER0LLGplQyj6nTuqQyEIyvu-EKOiGAFML9_oIyz4_KFrEyf618TSjjsOV96BZ8wdK3_6o5FTY83t-c4n_z/s320/phdcontent.JPG" width="320" /></a></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<br />
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">In
our research whenever we think of doing the research we always think of<span style="mso-spacerun: yes;"> </span>doing something innovative<span style="mso-spacerun: yes;"> </span>which can change the world but when we come
for real implementation of the idea we found only few things have done in our
<span style="color: red;"><a href="http://www.siliconmentor.com/phd-thesis/" target="_blank"><span style="color: red;">PhD</span></a></span><a href="http://www.siliconmentor.com/phd-thesis/" target="_blank"><span style="color: red;"> research</span></a>. The few things which done usually during PhD seems to be unique.
What should we do? And, how to do? It depends on one’s circumstances but the
research should contribute something new in the specific domain. </span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Silicon
Mentor is a place where many new researchers are working together to make
something innovative and unique. These young researchers help the research
students to pursue their research with some of the unique methodologies.
Silicon Mentor have Expertise in different Domain such as Computer vision ,
Biomedical Research, Digital Signal Processing, Machine Learning , Low Power
<a href="http://siliconmentor.blogspot.in/2015/03/vlsi-implementation-of-signa-processing.html" target="_blank"><span style="color: red;">VLSI</span></a> , Mixed Signal VLSI , FPGA implementation. </span></div>
<br /></div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-51440595872786774832015-05-21T05:01:00.000-07:002016-11-29T03:19:09.981-08:00Road and Lane Detection: Different Scenarios and Models<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
Advanced Driver Assistance Systems are an integral part of vehicles today. They can be passive, as in merely alerting the driver in case of emergencies, or actively respond by taking over vehicle controls during emergency scenarios. Such systems are expected to reach full autonomy during the next decade. The two major fields of interests in the problem are: road and lane perception, and obstacle perception. The former involves finding out road and lane markers, to ensure that vehicle position is correct, and to prevent any departures. Obstacle detection is necessary to prevent collisions with other traffic, or real-life artifacts like streetlights, stray animals, pedestrians, etc.</div>
<div style="text-align: justify;">
<br /></div>
<h3 style="text-align: justify;">
Problem Scope</h3>
<div style="text-align: justify;">
<br />
Road and lane perception include detecting the extent of the road, the number and position of lanes, merging and splitting lanes, over different scenarios like urban, highway or cross-country. While the problem seems trivial given recent advancements in <a href="http://www.siliconmentor.com/image-processing-projects/" target="_blank"><span style="color: red;">image processing</span></a> and feature detection algorithms, the problem is complicated by the presence of several challenges, such as:</div>
<div style="text-align: justify;">
<br />
• Case diversity: Due a verity of real-world parameters, the system has to be tolerant of a huge diversity of incoming parameters. These include:</div>
<ol style="text-align: justify;">
<li> Lane and Road appearance: Color, texture and width of lanes. Road color, width and curvature differences.</li>
<li> Image clarity: Presence of other vehicle, shadows cast by objects, sudden changes in illumination.</li>
<li> Visibility conditions: Wet roads, presence of fog or rain, night-time conditions.</li>
</ol>
<div style="text-align: justify;">
• High reliability demands: In order to be useful and acceptable, the assistance system should achieve very low error rates. A high rate of false positives will lead to driver irritation and rejection, while false negatives will cause system compromise and low reliability.</div>
<div style="text-align: justify;">
<br /></div>
<h3 style="text-align: justify;">
Modalities Used</h3>
<div style="text-align: justify;">
<br />
The state-of-the-art research and commercial systems are looking at several perception modalities s sensors. A quick view at their operation and pros-cons is presented here:</div>
<div style="text-align: justify;">
<br />
<b>1. Vision:</b> Perhaps the most intuitive approach is to use vision based systems, as lane and road markers are already optimized for human vision detection. Use of front-mounted cameras is nearly standard approach in almost all systems, and it can be argued that since most of the signature of lane marks is in the visual domain, no detection system can totally ignore the vision modality. However, it must be stressed that the robustness of the current state-of-the-art processing algorithms is far from satisfactory, and they also lack the adaptive power of a human driver.</div>
<div style="text-align: justify;">
<br />
<b>2. LIDAR:</b> The most emerging technology is the use of Light Detection and Ranging sensors, which can produce a 3D structure of the vehicle surrounding, thereby increasing robustness as obstacles are more easily detected in 3D. In addition, LIDARs are active sources- thus they are more illuminance adaptive. The LIDAR sensors are however very expensive.</div>
<div style="text-align: justify;">
<br />
<b>3. Stereo-vision:</b> Stereo-vision uses two cameras to obtain the 3D information, which is much cheaper in terms of hardware, but requires significant software overhead. It also has poorer accuracy, and leads to more probability error.</div>
<div style="text-align: justify;">
<br />
<b>4. Geographic Information Systems:</b> The use of prior geographic database together with known host-vehicle position can in effect replace the on-board processing requirement and enable worldwide ‘blind’ autonomous driving. However, the system needs very accurate positioning in terms of resolution of the vehicle position, as well as updating the geographic database in real-time with changing traffic dynamics and obstacle positions, either by satellite imagery or GPS measurements. The uncertainty in obtaining and updating highly accurate map information over large terrains has constrained it as a complementary tool to on-board processing.</div>
<div style="text-align: justify;">
<br />
<b>5. Vehicle Dynamics:</b> The presence of sensors like Inertial Measurement Units (IMUs) provides insight into the motion parameters of the vehicle such as speed, yaw rate and acceleration. This information is used in the temporal integration module, to relate data across several time-frames.</div>
<div style="text-align: justify;">
<br /></div>
<h3 style="text-align: justify;">
Generic Solutions</h3>
<div style="text-align: justify;">
<br />
The road and lane detection problem can be broken into the following functional modules. The implementation of said modules uses different approaches across different research and commercially available systems, but the ‘generic system’ presented here is present as the holistic skeleton for them.</div>
<div style="text-align: justify;">
<br />
<b>1. Image Cleaning:</b> A pre-filer is applied to the image to remove most of the noise and clutter, arising from obstacles, shadows, over and under exposure, lens flare and vehicle artifacts. If training data is available or data from previous frames is harnessed, a suitable region of interest can be extracted from the image to reduce processing.</div>
<div style="text-align: justify;">
<br />
<b>2. Feature Extraction:</b> Based on the required subtask low-level features such as road texture, lane marker color and gradient, etc. are extracted.</div>
<div style="text-align: justify;">
<br />
<b>3. Model Fitting:</b> Based on the evidence gathered, a road-lane model is fitted to the data.</div>
<div style="text-align: justify;">
<br />
<b>4. Temporal Integration:</b> The model so obtained is reconciled with the model of the previous frames, or the GPS data if available for the region. The new hypothesis is accepted if the difference is explainable based on the vehicle dynamics.</div>
<div style="text-align: justify;">
<br />
<b>5. Post Processing:</b> After computation of the model, this step involves translation from image to ground coordinates, and data gathering for use in processing of subsequent frames.</div>
<div style="text-align: justify;">
<br /></div>
<h3 style="text-align: justify;">
Future Prospects</h3>
<div style="text-align: justify;">
<br />
In concluding remarks, we can stress that road and lane segmentation are fundamental problems of Driver Assistance Systems. The extent of complexity can range from passive Lane Departure Warning systems to fully autonomous ‘blind’ drivers. The next step forward is to extend the scope of current detection techniques into new domains, and to improve its reliability. The first requires a better understanding and development of new road-scene models that can capture multiple lanes, non-linear topographies and other non-idealities successfully. The reliability challenge is harder, especially for closed-loop systems, where even small error rates may propagate. It might become essential to include modalities other than vision, and incorporate machine learning to train algorithms better.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<div style="text-align: justify;">
</div>
<br />
<br />
<br />
<br />
<div style="text-align: justify;">
<br /></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-46944472502051134822015-05-19T02:34:00.000-07:002016-11-29T03:21:34.590-08:00Surround View System for Vehicles and its Advantages for Drivers <div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<w:BrowserLevel>MicrosoftInternetExplorer4</w:BrowserLevel>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b><span style="color: black; font-size: 12.0pt; line-height: 150%;">ADAS - Advanced Driving Assistance
System</span></b><span style="color: black; font-size: 12.0pt; line-height: 150%;"> is a very popular research area all
around the globe and has unbelievable future scope. Within ADAS, the latest
developing area and market is of <b>Surround view system or Surround vision or
Top view system</b>. These systems are meant to provide a central display of
the vehicle to the driver from the perspective of a bird's vision. Hence,
another name given to such systems is "<b>Birds' eye view</b>". A
glimpse of Surround vision is shown in the figure below. As the name suggests,
surround view system provides the view of immediate surroundings to the
drivers. Such views are of great assistance to the drivers in precise
operations viz., parking maneuvers, driving in heavy traffic conditions etc.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhO9bxMl6FF4rtX1TQ0vhamz8qcBuqzcVtGYtktKoHvifrP3-9gl-6G5_X7ReB62hQmb5Rj9E4y3LqB6_8FIM4Yr0r8YQxf-FuvUs4vzuIzhWf0qAjsjSq31CKO31WTsKEYwlvwW7cCHm6S/s1600/Capture.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="149" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhO9bxMl6FF4rtX1TQ0vhamz8qcBuqzcVtGYtktKoHvifrP3-9gl-6G5_X7ReB62hQmb5Rj9E4y3LqB6_8FIM4Yr0r8YQxf-FuvUs4vzuIzhWf0qAjsjSq31CKO31WTsKEYwlvwW7cCHm6S/s320/Capture.JPG" width="320" /></a></div>
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="color: black; font-size: 12.0pt; line-height: 150%;"><!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<w:BrowserLevel>MicrosoftInternetExplorer4</w:BrowserLevel>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="color: black; font-size: 12.0pt; line-height: 150%;">Any bird eye vision system typically
involves 4-6 wide angle fish-eye lens cameras mounted all around the vehicle.
The installed/mounted cameras have Field of View up to 180 degrees. Such lenses
are preferred so that immediate surrounding is completely visible even after
the data loss during the implementation of algorithm on captured frames. </span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="color: black; font-size: 12.0pt; line-height: 150%;">Two types of camera arrangements are
generally seen: </span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<ul style="margin-top: 0in;" type="disc">
<li class="MsoNormal" style="color: black; line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-list: l1 level1 lfo1; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><i><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">4
cameras</span></i><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">: front, back
and one on each side view mirrors. </span><span style="font-family: "arial" , "sans-serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; mso-list: l1 level1 lfo1; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><i><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">6 cameras</span></i><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">:
1 on all four corners, front and back. </span><span style="font-family: "arial" , "sans-serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
</ul>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="color: black; font-size: 12.0pt; line-height: 150%;">Out of these two, the former is most
common because of reasons like lesser complications, initial cost-effectiveness
etc. </span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 12.0pt;">
<span style="font-family: "times new roman" , "serif"; font-size: 12.0pt; line-height: 150%;"><br />
</span><span style="color: black; font-family: "cambria" , "serif"; font-size: 14.5pt; line-height: 150%;">Advantages to Drivers:</span><span style="font-family: "times new roman" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></div>
<ol start="1" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="color: black; line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Assistance
in parking maneuvers because surrounding vehicles and parking slots are
easily visible and driver can solely focus on driving rather than peeping
into the mirrors for parking safely.</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Eliminates
the use of mirrors by providing the complete view of surrounding on a
single screen.</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Any
object or vehicle approaching or running close to the vehicle is visible
at once.</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Being
"top-view", the system is free of perspective distortion. In
layman's language, drivers are free of constraints like "Objects in
the mirror are closer than they appear".</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Works
properly even on slopes because of reasonably large field of view.</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Driver error is reduced or even eliminated,
and efficiency in traffic and transport is enhanced.</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">High-performance driving can be conducted
regardless of the vision, weather and environmental conditions.</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
<li class="MsoNormal" style="color: black; line-height: 150%; mso-list: l0 level1 lfo2; tab-stops: list .5in; text-align: justify; vertical-align: baseline;"><span style="font-size: 12.0pt; line-height: 150%; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: "Times New Roman"; mso-hansi-font-family: Calibri;">Many more vehicles can be accommodated, on
regular highways but especially on dedicated lanes</span><span style="font-family: "cambria" , "serif"; font-size: 12.0pt; line-height: 150%;"></span></li>
</ol>
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="color: black; font-size: 12.0pt; line-height: 150%;"> </span></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-3256688834764179502015-05-18T05:02:00.000-07:002015-05-18T05:02:38.410-07:00ROLE OF EEG IN BRAIN TO COMPUTER INTERFACE<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--></div>
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
<w:UseFELayout/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
</div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
Brain has always been a
mystery for us. We have reached moon, Everest and where not, but brain is yet
to be understood completely.<span style="mso-spacerun: yes;"> </span>We invented
machines, robots to make our life simpler, but it would become simpler if we
could do all those tasks just by thinking and transmitting signals from one
brain to another with the help of signal processing!! That day is not far away,
thanks to BCI (Brain Computer interface).</div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj7HjdjBLs8lWL4hcl1rVzyEqYQxt8ADSmSgdLKRm-IlpvUFVf_dAKmyPaLMqJmCBbf-mMpRSctYK5WdzsTAzjtziMt2ZnTX7EN2cjnvEe1-bCr9GsUtyvBTyK3PruZWV5kDlAGnNgC8aw4/s1600/uf3.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="Signal Processing" border="0" height="206" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj7HjdjBLs8lWL4hcl1rVzyEqYQxt8ADSmSgdLKRm-IlpvUFVf_dAKmyPaLMqJmCBbf-mMpRSctYK5WdzsTAzjtziMt2ZnTX7EN2cjnvEe1-bCr9GsUtyvBTyK3PruZWV5kDlAGnNgC8aw4/s320/uf3.jpg" title="Biomedical Signal Processing" width="320" /></a></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br />
<br />
BCI is direct communication pathway between brain and an external device.<span style="mso-spacerun: yes;"> </span>In 1924, Hans Berger was first to discover
electric activity in human brain that gave an edge to the signal processing to
enter into the biology.<span style="mso-spacerun: yes;"> </span>After analyzing
the interrelation between EEG’s with brain diseases, a new possibility of
research of human brain through EEG opened up. <br />
<br />
Some of the advantages EEG Signals has in BCI are that it’s non-invasive,
portable and cost effective. One need not cut open the brain. Rhythmic activity
in brain is influenced by level of alertness and mental state which is
exploited while measuring EEG’s. Since signals are read from the surface, it
also makes it prone to noise and results in poor signal resolution, blur and dispersion
of the electromagnetic waves created by neurons. Still the cost and the fact
that artifacts can be removed, make it top choice for BCI. However, recently
using advanced functional Magnetic Resonance Imaging (fMRI) and EEG, control of
the flight of virtual helicopter was demonstrated using EEG’s. <br />
<br />
BCI is a promising technology for people suffering from paralyses. It can be
used to restore mobility in paralyzed limbs. By 2000, researchers had created a
thought-translation device for completely paralyzed patients which allowed
patients to select characters based on their thoughts. By 2008, researchers
from Belgium, Spain and Switzerland created BCI that controlled a motorized
wheel chair with high accuracy but it was not perfect. </div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br />
Neuro gaming is another field where using BCI, a player interacts with the
console without using controller. Music and scenery is adjusted according to
the mood of player judge by his EEG, heart rate and cognitive state. This
allows game play to be more realistic. <br />
<br />
Undoubtedly, BCI-EEG is a prominent technology in the <a href="http://www.siliconmentor.com/dsp-projects/" target="_blank"><span style="color: red;">signal processing</span></a> domain and
will bring transformation in the field of medicine and our lives.</div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-41758384611481612862015-04-24T00:26:00.002-07:002015-04-24T01:49:30.081-07:00Level Shifter: Power Reduction Techniques and its Applications<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Times New Roman","serif";">Level
shifters are one of the important components in electronic devices and there
common work is to convert the digital signal from one voltage level to other .The
major parameters for performance analysis of a level shifter include its power
consumption and delay. <span style="mso-spacerun: yes;"> </span>These are commonly
used circuit component in any multi-voltage electronic system. This approach
leads to a design in which different blocks of circuit operate at distinct voltage
levels. This factor can be used for enhancement of the circuit operation for
minimum energy consumption. A variety of level shifter designs have been designed
with single and dual output voltages. Usual shifters have disadvantage of
higher power consumption, delay discrepancy and faulty operation at lower
supply voltage V<sub>dd</sub>L.</span></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: center;">
<img alt="" src="data:image/png;base64,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" /><span style="font-family: "Times New Roman","serif";"></span></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
Power Reduction Techniques:<br />
<br />
<br />
Capacitive Coupling - The basic concept for using this approach is to reduce short circuit current and thus reducing the power consumption. The fast switching characteristic of capacitive coupling reduces the short circuit current during the transition time of input signal. The power can be reduced to about half by implementing this technique.<br />
<br />
<br />
Body Biasing Approach – The main feature is using selected body bias where minimum leakage current flows. It is better than bootstrap technique which resulted in delay increment in circuit. This approach limits the power consumption with minimum complexity in design and with slight negotiation in delay parameter.<br />
<br />
<br />
Bootstrapping Technique - In this technique, the output node is boosted Up as well as Down by Cboost capacitor. A bootstrapping switch is used to improve the drivability of pull-up transistors in the level shifter. Furthermore, a pull-down driver is used to have elevated driving capability. Utilizing this approach, it has become possible to reduce the power dissipation keeping along a great performance in low voltage applications.<br />
<br />
<br />
<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Times New Roman","serif";">Power
consumption in range of Nano-Watts and Pico-Watts can be achieved in circuit
using these techniques.</span></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 18.0pt; line-height: 115%; mso-bidi-font-size: 11.0pt;">Applications:</span></b></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Times New Roman","serif";">There
are frequent cases in digital electronics where different sections of the
system operate from different power supply voltages. A very straightforward
example that can illustrates the operation of level shifter is its utility in a
circuit that alters the logic levels from the level supplied by one domain to
second domain, <span style="mso-spacerun: yes;"> </span>like a +5 Volt power
supply to a +9 Volt power supply or a +/- 5 Volt dual supply.</span></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<span style="font-family: "Times New Roman","serif";">1. One of the very significant applications includes control of Analog Switches where the bipolar signals are necessary and require dual +/- 5 Volt supplies.<br /><br />2. A level shifter can be used for shifting the Bus Signals so that different devices operating at different voltages can communicate over the bus.<br /><br />3. These are most important block in any Inter-Integrated-Circuit. </span><br />
<br />
To get more information contact us at: <a href="http://www.siliconmentor.com/" target="_blank"><span style="color: red;">SiliconMentor</span></a>.</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-23563480600220471362015-04-20T03:46:00.001-07:002015-04-20T03:51:42.532-07:00Low Power Techniques in the FINFET<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
mso-bidi-font-size:10.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;
mso-ansi-language:EN-IN;
mso-bidi-language:HI;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Fin
type field effect transistors (FINFETs) is a new type of CMOS in <span style="color: red;"><a href="http://www.siliconmentor.com/vlsi-research-projects/" target="_blank"><span style="color: red;">VLSI</span></a></span>. These are
doubled gated device. The two gates of a FINFET can either be shorted or
independently controlled for lower leakage. It has lower short channel effects
(SCEs) and ideal sub threshold voltage. To make a FINFET, the front oxide is made
much thicker than the side oxides in order to effectively deactivate the front gate.
We call this device FINFET because the thin channel region stands vertically
similar to the fin between the sources and drain regions.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">There
are different modes of FINFET (a) Short gate (SG) mode (b) Independent gate
(IG) mode (c) Low power (LP) mode (d) A hybrid IG/LP-mode.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<ol style="text-align: left;">
<li><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span><span style="font: 7.0pt "Times New Roman";"> </span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 14.0pt;">SG
Mode:</span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">In this mode both gate are shorted and
we get good control over the channel length</span></li>
<li> <span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span><span style="font: 7.0pt "Times New Roman";"></span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 14.0pt;">IG
Mode:</span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">In this independent signals are provided
to the two device gates, this will reduce the number of transistors in the
circuit. </span></li>
<li><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span><span style="font: 7.0pt "Times New Roman";"></span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 14.0pt;"> LP
mode:</span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">In this we are applying a low voltage to
n type FINFET and high voltage to P type FINFET.</span></li>
<li><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span><span style="font: 7.0pt "Times New Roman";"></span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 14.0pt;"> Hybrid
mode:</span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">It is a combination of LP and IG modes.</span></li>
</ol>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b><span lang="EN-IN" style="font-family: "Times New Roman","serif"; font-size: 14.0pt; line-height: 150%; mso-bidi-font-size: 16.0pt;">Different techniques for low power
consumption:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;"><b>a)DTCMOS</b>:<span style="mso-spacerun: yes;"> </span>This technique reduces standby power by using
the P-MOS switch with higher threshold voltage in between power supply and the
circuit. It can also use N-MOS switches with higher threshold voltage in
between ground and the circuit. This high threshold transistors can operate
with high speed and low switching power dissipation. When the circuit is in OFF
mode the high threshold transistors are turned OFF causing reduction in the
sub-threshold leakage current.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;"><b>b)Self
Controlled Voltage Level(SVL):</b> There are three types of SVL techniques:</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<ul style="text-align: justify;">
<li><span lang="EN-IN" style="font-family: Symbol; line-height: 150%; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Type-1 has an upper SVL
circuit, in this we can use single P-MOS switch and n no. of N-MOS switches connected
in series. The ON P-MOS connects a power supply and the load circuit in the
active mode and the all N-MOS are disconnected and they are in standby mode.</span></li>
<li><span lang="EN-IN" style="font-family: Symbol; line-height: 150%; mso-bidi-font-family: Symbol; mso-bidi-font-size: 12.0pt; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Type-2 has a lower SVL
circuit, in which we use single N-MOS switch and n no. of P-MOS switches
connected in series. The lower SVL circuit not only supplies 0 to the active-load
circuit through the ON N-MOS but also supplies 0 to the standby load circuit
through the use of the ON P-MOS.</span></li>
<li><span lang="EN-IN" style="font-family: Symbol; font-size: 10.0pt; line-height: 150%; mso-bidi-font-family: Symbol; mso-bidi-font-size: 11.0pt; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; line-height: 150%; mso-bidi-font-size: 12.0pt;">Type-3 has a
combination of lower and upper SVL circuit.When the gate voltage of circuit is
kept at 0, the P-MOS is turned ON while the N-MOS is turned OFF. The current is
pass through the P-MOS and through the n P-MOS in the lower circuit. When
control signal turns to 1 the N-MOS is turned ON and turns OFF P-MOS, power is
supplied to the circuit through n N-MOS. This results in a decrease in the
sub threshold current of the N-MOS that is the leakage current through the
circuit decreases.</span><span lang="EN-IN" style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%; mso-bidi-font-size: 11.0pt;"></span></li>
</ul>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-14106522860511761692015-04-17T01:36:00.000-07:002015-04-17T01:40:03.217-07:00Hardware Co-simulation for Non Memory Mapped Ports using Simulink and System Generator<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
</style>
<![endif]--><br />
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves>false</w:TrackMoves>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
Hardware or FPGA
is a primary requirement for any real time implementation of mathematical
algorithms. The main drawback of the process is the limited resources and the
interfaces available on the FPGA for the co-simulation process. One of the main
highlighted concern is the mapping of the peripheral ports on the FPGA with the
algorithm. </div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
Co-simulation is
the best process to use for the real time implementation of the algorithms because
the process facilitates the features of the two tools simultaneously. MATLAB is
known as the best tool for the implementation of the mathematical algorithms
for a number of applications. The other tool System Generator from by the
Xilinx is known best for the <a href="http://siliconmentor.blogspot.in/2015/03/hardware-implementation-of-image.html" target="_blank"><span style="color: red;">hardware implementation</span></a> of the algorithms. </div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
Both the tools
work together simultaneously to real time implementation of the mathematical
algorithms on the FPGAs. The complications are their when you want to use the LEDs,
Buttons or other output devices. To resolve these problems we manually create
the Non Memory Mapped Ports according to the steps given below.</div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
To manually
create NMM we need these different Simulink and system generator block sets.</div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; mso-list: l0 level1 lfo1; text-align: justify; text-indent: -.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;">1.<span style="font: 7.0pt "Times New Roman";">
</span></span></span>In1</div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; mso-list: l0 level1 lfo1; text-align: justify; text-indent: -.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;">2.<span style="font: 7.0pt "Times New Roman";">
</span></span></span>Convert</div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; mso-list: l0 level1 lfo1; text-align: justify; text-indent: -.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;">3.<span style="font: 7.0pt "Times New Roman";">
</span></span></span>Gateway In</div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; mso-list: l0 level1 lfo1; text-align: justify; text-indent: -.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;">4.<span style="font: 7.0pt "Times New Roman";">
</span></span></span>Out1</div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; mso-list: l0 level1 lfo1; text-align: justify; text-indent: -.25in;">
<span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;">5.<span style="font: 7.0pt "Times New Roman";">
</span></span></span>Terminator</div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; mso-list: l0 level1 lfo1; text-align: justify; text-indent: -.25in;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
To generate the
library subsystem we have to put these block as in the given fig:1</div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div align="center" class="MsoNormal" style="line-height: 150%; text-align: center;">
<img alt="" src="data:image/png;base64,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" /></div>
<div align="center" class="MsoNormal" style="line-height: 150%; text-align: center;">
Fig:
1</div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
The work is
almost done we just need to run the given three command on the MATLAB command
window after selecting the “Gateway Out” block</div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<i style="mso-bidi-font-style: normal;"><span style="background: white; color: #121212; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">>>xlSetNonMemMap(gcbh,
'Xilinx', 'ethernetcosim');<span class="apple-converted-space"> </span></span></i></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<i style="mso-bidi-font-style: normal;"><span style="background: white; color: #121212; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">>>xlSetPortParams(gcbh,
'IOConstraint', 'NET "pmod0" LOC = U18;');</span></i></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="background: white; color: #121212; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">This command is to map output of the design to the LED of the
<span style="color: red;"><a href="http://www.siliconmentor.com/fpga-system-generator/" target="_blank"><span style="color: red;">FPGA</span></a></span>. “U18” is the pin location of the LED<0> in our case and can be
changed on the basis of different pin location of the FPGAs.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<i style="mso-bidi-font-style: normal;"><span style="background: white; color: #121212; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">>>dump(xlGetPortParams(gcbh));</span></i></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="background: white; color: #121212; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">This command is to confirm the pin mapping.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
To use these
blocks, right click after selecting all the blocks and make subsystem of them
and put the subsystem wherever you want to use with any Simulink model. </div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div align="center" class="MsoNormal" style="line-height: 150%; text-align: center;">
<img alt="" src="data:image/png;base64,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" /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
The block is now
ready to use for the NMM.<a href="https://www.blogger.com/null" name="_GoBack"></a></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-45306015524170068882015-04-15T05:23:00.002-07:002015-04-15T05:26:04.983-07:00Network on Chip and Its Topologies<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
</style>
<![endif]--></div>
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves>false</w:TrackMoves>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
</div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="background: white; color: #252525; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-weight: bold;">Network on chip</span><span class="apple-converted-space"><span style="background: white; color: #252525; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"> </span></span><span style="background: white; color: #252525; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">is a communication subsystem on a<span class="apple-converted-space"> </span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">chip<span style="background: white; color: #252525;">. NoC is the blend of network theory and
methods for the communication on the chip. Mainly NoC is used in large <span style="color: red;"><a href="http://www.siliconmentor.com/vlsi-research-projects/" target="_blank"><span style="color: red;">VLSI</span></a></span>
systems for communication purposes. Public transportation Network is used for
the transfer of information between various blocks in the network.</span></span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="background: white; color: #252525; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">NoC is
constructed by the combinations of the various Routers and Router play the most
important role in the communication of the Network. The main message is delivering
to the destination from the generating source by the help of the routers.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="background: white; color: #252525; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Router:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="background: white; color: #252525; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Router
provides the Route for transferring the data from one block to block. It provides
the exact controls to the Router so these controls can transfer the message or
data.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Advantages
of NoC:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">There are many advantages of NoC. Some
of them given below:</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">i)<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The Communication channel of big design
on single chip was very complex but by the help of the NoC it becomes easy to understand.</span></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">ii)<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Reduction in physical area.</span></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Parameters
used to Measure the NoC performance:</span></b></div>
<ol style="text-align: left;">
<li><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Throughput</span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"> </span></span></li>
<li><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Bandwidth</span>
</li>
<li><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Latency</span></li>
</ol>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="color: black; font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-weight: bold;">Throughput is the maximum traffic
accepted by the network. </span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The
<span style="mso-bidi-font-weight: bold;">bandwidth<b> </b></span>refers to the
maximum rate of data propagation. The measurement unit of bandwidth is bits per
second.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-bidi-font-weight: bold;">Latency<b> </b></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">is the time among the
beginning of the transmission of the data and its complete reception at the
destination.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Various
Topologies used in NoC:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Here Topology word is used to tell the
type of the connection between the different routers. </span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">i)<span style="font: 7.0pt "Times New Roman";">
</span></span></span></b><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">2-D
Grid:</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The main connection for the Routers
in the 2-D Grid Topology is shown in the below given diagram:</span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<img alt="" src="data:image/png;base64,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" /><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"></span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%;"><span style="mso-spacerun: yes;"> </span>2-D Grid Topology network</span></b></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">ii)<span style="font: 7.0pt "Times New Roman";">
</span></span></span></b><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">2-D
Torus:</span></b></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">There are connected various Routers
in the following figure.</span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-spacerun: yes;"> </span><span style="mso-no-proof: yes;"></span></span><img alt="" src="data:image/png;base64,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" /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%;">2-D
Torus Topology Connection</span></b></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">iii)<span style="font: 7.0pt "Times New Roman";">
</span></span></span><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">3-D
Hypercube</span></b><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">:</span></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The routers connection for the 3-D
hypercube topology is shown below:</span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-spacerun: yes;">
</span></span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAARAAAACfCAIAAAC++RH7AAAgAElEQVR4nO2dZ1wUx/vAT/PHrsEoWH7RRGNNjDF2UVCMQYHYCNKbIL13wYKIUgSOKhorCAhCLBQLchxVEY5+0qv0Ozjqdbib/4tVYkUOjkWP+b68z+7O7jP7vZ2dmX0GAyAQyJDBjPUJQCBfE1AYCIQHoDAQCA9AYSAQHhjXwnA4nIaGhsrKygoUqampoVAoXC53rK+e/3C53M7OztraWjTjWVFRUV9fT6PR0LnG8SsMl8tNSEhYt27dhg0btm7dunXr1i2jDFLEmjVrtm/f3tXVNdYB4D8MBsPOzm7t2rWbN29GIZ5ISDdv3vzrr7+GhYX19/ejcI3jWpgbN25Mnz49NDT05cuXRCKxaJR5+fJlTk6OtLT0lClTyGTyWAeA/1CpVAUFBSkpqRcvXhQXF492PIuKikpKSlJSUmbMmOHu7g6FGV24XO6tW7fmzZuXl5eHZqG6urpz584VVGE0NDS0tLTYbDZqhXZ3dy9cuNDLywsKM7oMCPPixQvUCmUwGNra2oItjLq6em9vL2qFksnkBQsWQGFGnU8Lw6HVpF9yD4oikJAX8z5qXeb1O89ruvsGOx6zISvqemZd76AbjUdhOL01aWHu3vcJZCQ0fdTazOvXn9cMHikkns8/E08AhUGNTwvDbk90WoSZPme79a1SGgCATUpy+0XKNaGBDQDobSrNJRByy5ve3BLstprCnJy8vOeRZ/74xTWphQkA6KPUleTkFJQ29LxX6HgUht2ceHobZvIP283CSpkAADbpqdsvv7gmtLIAAL1N5bkEQm7pQDhB39vxdEtqZQPA6agrzs/JLWvo/kjXIhQGJT4tDJOc6r9js/V5T/PD2h4JjbT+zsxACQV/fB2pGufuaKuvqauraWRm5/O0ikR+GW1naqSla2R+3F5X9rct2LQ2WmfNfc8Tx20MjYyNzE+cT6rpfasex6MwzObUAPnNdm6ehuraZ582MtidGQES4v745pZqfICjpammrq6mnpXtuac1nVRKSbStyet4Hvtr3Taf1FZSacx55+OWZka6pua2vkm13e9pAYVBiU8LwyAl+0nsDMpoqn1+yfqI/qXEoqRLe1T8HqY9OCt/2O9ZBwAAtGf4q6+3xfpYyipdL2AAAEB1tM2f4j64qrxoczEdX3wVpaO5KPL4jh0X8I30gT/G8SgMoynZT2Fn0POmV88vGR3VD0gsSgra84ffwxcPzopp+aW3AwBAxzPfw3+fvvskyvGQ4tV8OgAAVP9rK7XD4x4+1HqHeiC+qq2jNT/S7q8dHvhGxjvPGSgMSgwmDN5HTMwnuZ0DuM1J3sf+UpI/uPKQ96P0+06H5YOyewEAoJdwRXutNdbX+i/FawVMAABoeugkI459WorDSsxev1fNwMzczEBp74a1J+PqaONcGLyPnJhPWjsXcFuSvRUVlA7Irtzq9SjrgdMm7aAXXQAAQM25fOTQyegn0SflFP/JZwAAQPMjZ1kxt4h/z++fs2GfmpGZuZme0t5Nax3i66AwY8LnhPFOamUCAACjLNJw18KZe93w9aSyeCc7G2N9E1N9C0tbj9jSFlJp7Ek7OwtTSwsbU8WdKzd6Jze3lj0+6+xga2Nja2172jMotriDzfnv0ONWGO+U1+GsuGO4ccnMX93wra1lDz3tLC30TU31TWxsTsaWt/dSKmJP2tpZvo7nqk0XnlYUxZ87fcrOwtrW2vG025XY0va3wgkAFAY1Pi0Mt4/aVlXV1tv3pmZYHbWldWRqPwAAUKpzkvFJyXlVlNfVw2mrIKQk458XlFZVVLbTOQAAbntFTjoen5xR+Krr3UpEhBEREaHT6aN8fWODtrb2+8Jw2dS2V1Vt1P/C2f6qtJJM5QAA+ilVecl4fHJOdfubx8bb8axqpwMAuO2VOSl4PD6zsO79FxgAhUGNsRqHOXbsmLCwcGxsbEZGRpoAkZ6e/vTpU1lZWTgOI5iMlTAGBgbffPMNBoOZOHHiBIFj/vz5GhoaqE2FBFAY1BihMP0d1WlRoTeuXb169UZwLLGVxfn8PgAwGAx9ff3Jkydv3rxZXFxcTIDYsWPH1q1bV69era6uTqVSeY8osynnSej1G2GP85vpQwomAhQGJUYkDJfRjDu3Qcb4DDbwYuDFoDu5jcyhCoO89Le2tgIAOAIEAKCnp0dNTU1NTY3nJhm77WXUeXtnbx9fr7PHzVSxKa/oQ737oTAoMSJh2JSCW7pbjt98lJadU1T//nj+pxkQhkKh8FzoFw+DwdDU1OT9HYZDq4y1+13ZKTwxPevFs+SE2MzqTvZQHzJQGJQYiTBcNin7ho2umY2VlaW5oZmpWVBqXe9Qqms8dit/HnZ7qrfY97KaNg6WdhbGZna2FzPqaZ+bQ/YGKAxKjEAYLofZWk4obHg9h734soykaVTpUIyBwnwMdmf2lb/nq18iAgAAKLu+f5F1dOlHepA/ChQGJUbyhOmjVia4mJgfP+/p5+t14ay5mvvjiq6h/CVCYT5Kf29lwlkzy9Punj6eLo5WR08/ruyBT5gvjBH2knF6X2U+CA7w8w8IS8htHuooJBTmkzAbCfG3AvwDrtzPqqfzkPAACoMS8AMyvgM/IBNwIiMj58+fD4XhF3Q6XUtLCwojsDg7O8+ZMycrKwu1EgVbmP7+fkVFRVVVVSiMoFFSUmJvbz9x4sRp06YVFRWhVq4AJ8EgkUienp5Lly5VV1dH595FgEkwRpempqYzZ86sWbMG84bg4OCcnBwCj2RnZ+fm5paVlZWXlxOJROSXwXfJycnJyMjYs2ePkJCQIAnT3d199erVbdu2YTCY6dOn7969Oy0tLTc3l6dgEgiEwsLC8vLy8vLygoKCocSTQCDk5eUlJCRMmTLFzc0NCsNnOjs7r1+/vmrVKsSTTZs2WVhYSEpKSklJycjISPOCjIyMjIyMhITE7Nmzv/3225UrV+7du1dWVvaze0lLS+/atUtWVra7u3us48EHmEzmvXv3/vjjDySk//vfQjm5w3/88cfAxQ49nvv27Vu3bp2wsLCwsPCmTZuGeARkR0lJyejoaCgM32Cz2VFRUbKyski9fvfdd87OzrW1tQCA/v5+Go1G5REajUan09PT04WEhDAYjKamZnt7O51OH8qOTCZzrOPBH3A4nLKy8sCD2tTUND8/n8lkslgsXkNKo9G6u7vd3d2RQ12/fr23t3foB2Gz2ag1AgVfGDwef+jQoYkTJ2IwmHnz5mlra+fk5PDlyAUFBTNmzMBgMAYGBn19Qx1oEwBycnK0tbVFRUWRjxSkpKSSkpJGfssGBAR88803QkJCkZGRfDnP0UCQhcnPzzc1NR34C1RRUUlKSuLj8XNzcxFh9PX1GQwGH4/8xVJbW+vs7Pzdd98hId27d29kZCRf8lz29/f7+fkhwty+ffuLTdYumMLU1tba29svW7YMqdft27ffv3+fxWLxt5RxJQyZTPb19V2/fj0S0tWrV9+8eZOPc66hMGMDhUIJCgpasmQJUq9iYmJXrlwZpVT540QYGo0WHh6+YcMGJKS//vqrs7NzU1MTf0uBwqANg8GIjIyUkpJC6lVUVNTV1ZXv9fo2Ai8Mm82Oi4s7dOgQElIhISF7e/uSkpLRKAsKgx4cDicxMXHfvn3It/KLFy82MjIiEomjXa5gC5Oenq6oqDh79mwMBjN58mRlZeXMzMzRKw4KgxJZWVkGBgZTpkxB/gU1NDQyMjLQKVpQhSkpKbGyspo2bRoSUnl5+bi4uNG+g6Ewo055ebmlpeUPP/yA1Ovu3bvv37+PZveu4AnT0NDg5OS0evVqJKQbNmyIiIigDiejBc8IvjBMJpNIJGajC4FAIBKL6upq/f39Fy1ahNSrhITE1atX0ZzwhyBIwnR1dfn5+f38889ISNevX4/FYtvb21E7AcEX5uXLlytXrly0aNFSFFm8ePHixYsHOjcXLVrk4+ODZGBBH8EQhk6nR0dH79mzBwnpwoULz58/X11djfJpCL4wL168+Pbbb93d3aurq2tQobq62sfHB6nXpUuXWllZVVRU8DEWvCIAwjx69OjAgQPCwsIYDEZYWFhHRweFzpKPIvjCZGVlzZs3Lzw8nI9n81mioqJmzpypoKCA5kcsn4K/wnC53NbW1pcvX+aNMvn5+bm5ubdv31ZSUkJmDAkJCWlpaaWlpfElLMNjvAgTHByM2rUNfFScnZ2NTomDw19hGAyGsbHxihUrtmzZIiYmtm3UEBMT27p16/Lly+fMmTN37tzJkyefOnVqzJOjQ2H4j2ALQ6VS5eTkpKSkXr58WV9fXzua1NXVNTY2kkikx48fi4qKRkRE8CUgI2GcCtPfU3jHVEHN6W4p8ofFphTFuNk9IHYOOo2LXf7Q3u5B4eAbjVHaikHguzBKSkrKysp8n/M2CHl5eSj/632KcSoMuz3p7NIZ8/4noeqa1sYFoL8p0WPfb+54EhsARl1WfGRISER8Vh1iUx+ZiIsKC414EHvZ9pe17jgSC4D+jpKMmFuhobGZ1dT3k4WOB2EUFRXR7B9Hv5nwKcapMAxyeoDE3+ev33TW0Da6kUthkp9fVNzpn/yqNivE1NrmuJOLy2l7KwvD68+rKvBYTRNzO2d3L9/zhvt/2IJNIXU2Ea5ZnvDw9vJ2O3vSzCQ8n8x8O2zjUBgOtfyJq43jldSG10t2d1Xgr2Hxld2DTqhn16ZhsfjywTcCAEBheIffwpDSfMUVL2Y0dVTFn1U7djw4ITZA9Q+/+Iw7J35VDS5kAwBAX1GI6jKj8+f0lmjfQXqF2564bt7pm1D+/Kbqzr+dwvAEwotHgYab/jzxsObtlG7jUBh2O85p8f/NENmldymfCgDoa3zqJrXGNamVDQC3vSI75enT5KyK9tfPYlp9QVoSDp+eesvx5zWuT1uZAABGU0lmIg6XVU7+2PddUBhe4bcwrSlemw94JTVzAKCW3DHcL71h8/LfPR7lJ3hL7fd4XMcAgFGf4Hlg15ngm2d3H/BNbmEDQC0JtV611fNxWWqQ7IoNMhpmNrbWJur7dyq44eqZ41sYBjk9QPzgKayPpbze8fsV1D7ys0AFCf/Uxqbi+NMOFsYmZqbGRmZ2jg+IzU05ISZmenqm1vbOJ3X3L9mCTSX3tJdFnXQ45WBtY25hY3kivqKL/d5tCIXhFT4Lw2x7cfXgsSsZzUwAAOBSMnyObF6zJ+AZpbcl/7qn7TF1FRX1Y7YXruW20GgtuVcu2Opra6kbGqkfXi99ObOti1T4b8B5RxNTM1Mr18CoF82M/g+bZPPnzy8sLBz2afORkpKSmTNnYjAYExMTvhxQTU3tfWFIaX7iihcz6lvyw6wUjTxiMp4Gqf3h9/D53TMbj1zOogIAADX78pE1Fl6eJqvUQl/2AwBA44PT6yV8EioJEfrSyhceEusbarJuWW3b7/L0vRWIoTA8w+9uZW4/m8Fkv32fsxiM12t9cKjtLU1NLe3UgcZBX09bS1MTubOXTqe/3qivt725qbGppYP2QROCy+WGhoaKiIiEhYURicSiMYVIJN65cweZ0nvkyJGcnJyRnBKRSMzKypKWlv5AmFTstsNYfAsXcNsz/1GTldsjtW6z5yNC7HmxwwHpFAAA6Hx28e+N9hcv2m+S/wdZE73h/ul1O7wflyb57f5x3V5VI3MLcwOlfZtlTz2qhcKMkK9sHCYiImL69OnTpk379gtgxowZEyZMwGAwkyZNmjVr1giPNnPmzEmTJikoKLy9QCSDlO6/S8kvuZEJAACs+riTu35auPFCCplSk+J5xlJPR0dbR8/CySOpqqOjOsn9jJWRoYGumZGi1JLtvqmt5LrUK+dO2ZuYW5hbOXvdwFX3vL9MERSGV74yYW7fvj1jxoxFixatWLFi+ZiyYsWKxYsXI1NLvv3222XLlo3klFasWPHTTz/NmjXrPWG4/YzuFnL3f01TDpXU1NyFvNlRm8sLc3MKy5oHnkg9DaWFebnF1fVNjc3dLC4AgNvTWJ6Xm5NbWN1K+8iaXlAYXhkTYditebGPS8hMHvPyIO8woqKiycnJSNKq3jECSaWVkZExffp0DAajo6OD5CUb9gHpdDqJRJKXl4fjMFCYt+D29bYWPw110dq0TjW4sGdYwsybN49ficVGSGFhIdJLZmhoOPIP15hMpoqKChQGCvMWnN7qxEBDjYPiqzbqRhR/MJT/GcZht/LQYHcUJ4X6Yr2xtx7lNPF0HlAYXhmTJll9vLWs6R3ikFdlew0U5iNw6c3PgpRVrJ08/AO8zttoH3VOqKIO+dENheGVMRCmv+dlpPFe40gozDsMUxg25eWD8+Z3SjkAANBy33yXpG9G25Bnb0JheGVMhCFGGkkZRRZBYd5mZJMve2ue3w+0tzK39sfXdA89rlAYXhkDYbgcRmdjTWMng8NjTKAwH4PLbM267e/i5BsWm1FN+/z27wCF4ZWvbBwGCvMeXFpZtOEm0XUH9Bxc3L28PL38QrIaGEPuTYHC8AoUZvh8EcKwKZWpj2KiI8NDb4WEBAeH3nlUTGZBYUaNkQqD8tetd+7cgcLwESgMr4wozdLUqVONjY3j4uIePnwYzyM4HC41NTUlJeXx48dD2f7hw4dxcXEmJiZTpkwZ1SS/QwcKw0cEX5jq6moJCQkxMbFdvCMhIbF06dJZs2YJCwtv3rx56DuKiYlJSEhUVVXxMQTDBgrDRwRfmAG4vEOn048dO4ZkxMrOzh76jiM/Wz4yGsKoqKiguWZ3QUEBFIYnxiYZOYvFMjQ0xGAw06dPz8vLG5NzGDl8F2b//v2bNm2KiYnB4/GJvIDD4ZDE09nZ2Tgcboi7JCUl+fr6CgkJXbt2bcxvUCjMYDAYDAMDA0SYL2Qm5TDgrzBMJtPV1VVWVvYAjxw+fFhaWnratGlCQkLTpk2TlpY+fPjwEPfdv3//oUOHkpKSxvwGhcIMhmAI8/ZsZT62o/p5BADQ1tY2a9YsDAYzc+ZMMpk89INwOBwAwJdwd0JhBuMLEaavr485LFgsFovFyszMRD5R1tHR6erqYrFYn92RLwsOf0h3dzeysvHs2bNHaUHP0QYKMxhjLkxfX19oaKicnNy+YSEtLS0tLb1t2zZkKYEFCxb8+eefMjIyn91RTk7uxo0bfNemo6NjQBg+rmyMJlCYwRhzYRgMhpqaGgaDCQgIuH379q1hER4e/uDBg5iYmOjo6M9ufPv27cDAwAkTJqipqfE98zcUBjXGqTBMJvPYsWMiIiLorEeHQKfTRUVFdXR0+L6YjAAIAwAICAhAhImMjBzrc/kk41qYuXPnIq/I6EChUERERARSGM6IYbPZSB/35MmTw8PDkQ6JwUH/MgEUBk1h2tvbBVIYAoGgrq6+Z8+e3SNg165dA+v7Ll++XFJScvDt9+/fb2ZmhmYDAQEK874wHGploqfjmZsZTUhHcV9XZepN/5SqwT93Y9dlBPinVAy6kUAKw+VyQ0JCpkyZoqend35keHh4YLFYLBbr7u4++JbOzs5r166dOnVqW1sbmhcLoDAfCsNuxzkt/mba3F0GVwpp4E3+bzc8uQ+Ajpq81JTk1IKajjejLoyml8/TUtMzM8JO/PyLW2IrGwBmS1lOSsqz3ErKe40GARZm/vz5ZWVlaJZrYmKCcgMBAQrzfsSZ5PQA8QMnvLwt5PVPxFbR+sjPAhUlfHGl+TEux22N9YxN9MzMLN1iy9tp5PxbZmZ6usZWdmdO6B5Yug2b3NxUHOV+wtHR0srK3OL46UcVb38uLKjCoP+R0pi0qBGgMO9HHMn/HZTxqin3loWCsWd8Ju6ymoT71Ru2+xUuEXoBAKAr86LWxhN3EiIcflN5vYZHw4PTG3ZcuIe7qbtVG/ukuLmlLifMVmyzW2LDfwt2QGH4BRQGbQYVJhW77TA2uZULOG0Zl1T/kt8rs/73c9dCHQ/JB2Z2AgBAx7PAo1ud/sXfO7tN/nJWLwAANMY6b9jmFnXXTXzuxn1qhhYW5oYq+zZvcHr0CgrDf6AwaDOoMOl+Egq+r/N/M+seOOxYsmCDe2J16dMLJ20NtPT0jppaHvdJqOlkdlUnnDttZWJibGhpoij1o5g3rrr4qbfHKTtrK2tLGyfstScV3X3/vciMM2H6qWWPnM2dAhPrkHkNfT0VOI/LiWWdg/aeMGqS//FI/MzqaVAYtBkk4tx+RldTaxe9782Tob+npaGxiwkAAD2NJYTsLEJpY8/AY6PrVXEeIbuoorahvrGbCQAA3fXFuVlZ2XnlLdR3R6vHmTDsdtyZHyYIi2w1DMjtBAD0kfBua/a6JTb1gT5y6YvHDx89flZGet17wumtyUt6/Dgh6Wnwid1r3PAkNgD0hsK0p48eP3/ZwnyvUCgM2sBxGH7xaWEY5FR/8W0n/P9xUFA7/W9FF7sj8+JOBZ+EfMK/brZWVkaWFkYmlmZ294pJXS25Nw0NTAws7E44n9CVWbsNm9zUmBd20unUyZMO1nZWludjyihvL54GhUEbKAy/GEQYUrKf+M6LGa3NReGnFTUv3CU8vfTnEfd/Lln/euxqDhUAAGi5lxUOHr8TH26zX/1WCQcAABriTsns8Pj36TWjTSpecflVtRXpNy2l1js/rX8reRQUBm2GG3EuszkvKijA19fX1y/g4uUr1689ym+mD3GSBiLMsWPH+D5beWyn94eFhX1cGDx261Ysvo0DACX7qvFfB/btWbrX5ebNU9u0fFNJAADQnuF7+MjZB0kxLopy/i+6AADcmnvH/9zqGnHP47DoBhl1E0srSwNVme1bnZ7Uv7V4GhQGbYYtDKul4N9/ggICLwb5u5r/tWGZrHti7cdWKvoYiDDa2tp0On0YiRAGgUKhDAjT3t7O34MPDofDCQkJ+USTLHD37oAUEhMAAPrqHzscXDH/4AV8RWXKZScrI1UtLVVdmxOe+PoeRk9DsudJW8Ojx3SM9JX+/F3CN7m2MvWih4udiZmF2fEz2DB8bXf/W1GGwqDNyCPeV3rbweQyrp6HxhWFQpkzZ86PP/4oKyu7f//+v/jEgQMH9u3bN2nSJCSpyN69ew8cOMCvgw8OchVr164VFhYmEAjvXi6Xw+wlk3uZ/y14yqC0UHpZAABAJ9UQC4uIVaT/ctv2tlQSiUVltU1kEpnKBgAAaksVsbCwsKyW/H6QoTBoM7KIc5kN+HMHj55NfMVT06qjo2Pu3LlCQkIYgWPGjBlo1iMUBm1GFHF2a2aQppjp/Woabx85IU2yw4cPZ2Zm5vKV5ORk5Jv+WbNm4fF4/h58cHJycs6ePSsiIpKVlcVzJIcLFAZtRhBxLqM+wXnj3hOPa3nt6kKEMTAw4HG/z8Nms+fMmYPBYL777jsWa8irw/CJqKio+fPn8z7SzyDlP7p+wc3NLSgitaablyQiUBi0GYkwfd2NBU+Kmrr7eP2Idpx1Kw++G6P1xRUlZQfv65H/hl8+a6Bidb9k6OsFQWHQBo7D8IvhCsMkZ19TlrNwv3U3Jvqi/VFVh/jyoa80CIVBGygMvximMIBFId42OqSganL8lM2xw3LH3JLr6FCYT/GFCCMiItLd3Y1aob29vYKXBGOYwrBaM/yPrLZ/2gkAAKD8mtoPZndLe4dqDBQGbZhM5tGjR6dPn56VlVVfX19fX9/Q0NDQ0FBfX19TU1M1CtTU1BAIhBkzZmhpaUFhAJfRQrhxTNfSxu7UmdNODjY2LgmVQ1+bEwqDNkwm097efuHCBTt37ty+ffvPP/+8cuXKpUuXfv/992vXrt06Cmzbtm3jxo2ioqK2trZM5vvTb0fI1ycMAAD09VYTEu5ERETEpRS385QDBgozBtBotLq6ukuXLm3fvn1gAO7AgQPR0dGFo0ZVVVVHB4XL7yx1YytMaGgo/IBsdPkShKmqqrKwsFiwYAEGg5k2bZqMjExMTAzfb2V0GNs0S8jky9zcXNRK5HK5enp6UBiUaGhocHd3/+mnn5Cniri4eEREBI3G65LdXxBjKAyRSNy1a9eMGTNSU1N70aK9vV1DQ0NYWBgKM7pQqVRfX981a9YgqixbtszNza2jowO1ExglxkSYzs5OFxeXpUuXIsFcv369pKTkMNZv5BVJSUkJCYk5c+YsXrwY/bobL8Kw2ez79+9v2LABqd0ffvjh7NmzNTU1KBSNAigL09/fHx8fv379eiSYq1atCgoKwuFwCSiSmppaXFyM5vKGCONCGBwOp6CgMH36dGR6op6eXkFBwWgXiiZoCkMkEg0NDZGVpKZOnaqnp1dbWzuqJX5RCLgwBAJBU1Nz5syZSO0eOXIkOTl59IobK9ARpqOj49y5c4sWLcJgMEJCQpKSkk+ePBmlsr5YBFaYsrIyR0fHhQsXIs0GKSmphw8fjtICYGPOaAvDYrEePHjw+++/I8Fcu3btlStXenp6+F7Ql48ACkMmk8+dOzeQCv6XX34JCgrq7e3lbylfFKMqTGFhoZaW1jfffIN8KGZhYVFdXc3fIr4iBEqY3t7e27dvb9myZeBlFIvFNjY28uv4XyyjJAyJRPL09BzoB9u1a1dycvJXOlTFLwREmP7+/piYGCkpqQkTJmAwGFFRUQsLi6qqqpEf+auA78L09fVFRkYOdCquXr06ICCA71Pgvka+emG4XG56evqRI0eQLBBz587V09PLzs7m16l+FfBXGCKRqKCgMHHiRAwGIyIi4uDgMK76wQZnbIRhMpkDwoxkSkVBQYGJiQnydS4Gg9mzZw8Oh+PjeX4t8EuYxsZGLBb7/fffI/GUlJRMS0vj43kKAGMjDJfLNTY2njBhwsyZM4uKioZxhMbGRjs7u3nz5mEwmIkTJ4qJiYWEhPT1DXmCuGAxcmHYbHZYWNjAPNS1a9cGBgbCNtiHDFOYvr6+uLg4FxcXG96xtbW1sLBYtWoVBoP55puJqqqqtra2tra2Q9nXy8sbj8dfvnz5119/Rar2t6oc2E4AAAhsSURBVN9+u3Tp0te7dDBfGKEwWVlZysrKSBvsf//7n5WVVV1d3WicpwAwTGFoNJqSktLy5csNDQ3Nh4WNjY29vb29vb2FhcUQd9HX1580SWjFiuVI1S5atMjR0bG+vp6/EfkaYTAYA8LQ6fSh79jY2Ojg4DB79mzk30dBQUEgB3b5yDCFoVKp6urqOjo6/D2bzzJnzpxJk4QWLlxoa2tLJBJRLn1U6e/vT09Pv3btmg+P+Pn5ubq6Tp8+DYPBTJs29fz5835+foPv4uvri8ViTU1N1637DVHl559/DgsLg22wzzJ8YTQ0NNTV1dEcEERSrYqL70AzZxxq0Gg0NTW1JUuW/P3334q8o6KioqKirKKiMvRd5OTkxMXFp02bKiMjA/vBhsjXJAyZTF6wYAEWi0WtRDShUqlqampaWlpoFlpSUjJ//vyIiAg0C/2q4bMwXHZnff6L3JrONwtLsbqaSgubutiDfbLN7etuKvzcRuCNMN7e3uhP6kaBMfkPysrKmjdvXkhIyDgfvx86fBamrz3JebnQ1J/UArMpAADAasR57t/omUxCJj1yOZz364XL4dBJeO9NGz1xra9TQ3y4EQIijJeXFxSGXyDCBAcHQ2GGCJ+FYbal+24RU1I9Kid37m4lHXBJaX7yO3xTm8gVCVfPGykqKymanQl6XE3tB31t+SEXzNVVNXRsT5qqrN7qk9rW21XywO+UqbKypv6Jy7HV76fbHZfC9HXnhKj+8bfRPzlIAjV2R36knkNEDnnwDMqs4rv6ehE5lM/kWYbC8AqfhWGQ0vx3KgclF2TcPH7kqFdiZfWzf1R3Xoh4gD124FQU4RWp7dWLUHtlhaCkvES/v2Rd7xGbKJS6VD/dlWIX4nOfeCmaBaXWdfeSiVGn9mrcymt/p77HpTDsdvz5FTOX/LRD9fjDOjYA/W0pF36XvYBrZIP+DmJiCNbbCxueUNTWDwAAXFptRlSQr09AcDjW4pd1F/BkNmA1ZsUGY70Dgx8Wkj8Y14XC8Ar/hfHdIe+fSuJw2rMDrQ+qOzpYSW91DbpkIqUTWc4FAID+skiTlRbBD0KsV+jeKQcAANCT7r9T3CMqymWLiNgBHTNraytTtb1rFln/W/XOOsTjUhgGKSVgp4RHRKy/gZKxb2oDjfIiaJeSP66sPCXoqMlpV2zQJazbcX0Tn5RKUvnjM0dMjrsFXrtx08fs0I/bvBNrS3Aex88EBIeGBweetTka9Lzp3fUFoTC8wmdh6C1JbmukXBPqWQAATn3c6UMLZk764eS/WfHemmYu2H9CQv/xdzI2csOVt1bg3FVszgWF3A4P9tL789tVZ+5nPXT7+6i+5fGTp08ct7O1ufC0uvedv8SBl36BrF06na6pqfkRYZJ9xSUCM9q7m1IvaivZ+j+K9tmt4hufFGEnoxmGLKTKLg43XGUZ/CDYcrludCUAAIAOvNd28Qv/xvodWCVvf+nukyfxEe4665c5xNa88x8EheEVfr/00xrz7sTl1r+502nVyeHXwwmNLMAk58Zddjnr7HI1JrsJaWmxmrLvBnmedwm4GRZx/XZeM6ufRS6Iv+Hr4eHhfzulvOv9BsSbbmWf4Z3zFw6bzf6oMK04zw0bLuBI/QAwXz1yktv5+8/f/en2OAcfeEzW6V4RuYfaRrx7Ru2Qf2JeUuDhv9ziyik0Wkv2ZaOffneJehhwaMmOgzoWxx3sLXTk9x7yT2thQGFGwtc0DkOhUERFRcXExLS0tI4ePaolQBw9elRNTW3dunXq6upUKvWti2ZSskPV1W9lvX6d6y64ai29zeBadhujq+xegJPeESXFIyYn/R6UdrO57M7SqEBHg6PqKgZmuhp7lEOySa3lD8O8T1iamJhYud6ILyKz3xUDCsMrX5MwHR0dIiJzJ08WwDUiEebOnauhocFLSkEum06n0d8ZwOKwGHQ6s4/zzi80Gp3xsWEuKAyvoC8Mi9JQXV5eWUuifn7bd2lra5s/f76hoWF8fPwjgePevXuysrIfPGFGFygMr6AqDIfRkBl4wlBTTVVNQV7D/HRMaScv694h7zCBgYG8n+/Xgba2Nhy4/MJBUxh2Z26w6kbryGoOAID88MTqP/xSyTws/DAuu5V5gcvzbQ+F4RU0heH207uamqn0zroXcaEXjFRk3ZMbmDw/YaAwH6On+M455Z3OMRW9PC20AoXhFRSF4XL6Gb29bA6nlXDt7EkLNZ2j5neLO1hDrygozCeg1T2+YPK35Mqp+qHEbijMqILmE4bVURRtYxZ4N6Oopr7sRaTLwV0XcA08LDIBhfkI/T11SSFnfCPTn0XbLT396BVvWQ2gMLyCapOMw2rNj7nqbKytra1j7HILX9XF040PhfkAZnMKds8yMXkbV69TepLf7dY5GZXTTB/6QwYKwytf0zgMFOYD2J2VGcEh1/4J8rtgp7bp/7ZpON6BwowqUJgvhZGGlEK4rHg9u423naAwvDIiYTQ0NHjKUTJCKBQKFIa/QGF4ZURZY1AelkZG+j09PaEw/AIKwyvDz0umoKAwb948OTk5ZWVlpdFHRUXl4MGDGAzG21uQnzA8ziUbKQQCAQrDE8MUhsPh5OfnR0dHh4SEBAcHh4w+wcHBt27diomJqaurFcjaRR7ampqaLNZnvivmI3l5eVAYnhib3MqQD6HRaPLy8osXLzY0NLSysrIYZSwtLS0tLeXl5TEYzLVr16AwQwQK86WApKt2dHQcbVXexsrKytnZ+eXLl2N99V8NUBgIhAegMBAID0BhIBAegMJAIDwAhYFAeAAKA4HwABQGAuEBKAwEwgNQGAiEB6AwEAgPQGEgEB6AwkAgPACFgUB4AAoDgfAAFAYC4QEoDATCA1AYCIQH/h9kfMwQCEpeRQAAAABJRU5ErkJggg==" /><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"></span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%;"> 3-D
Hypercube Topology Connection</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">iv)<span style="font: 7.0pt "Times New Roman";">
</span></span></span></b><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Octagon:</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The connection for the octagon
topology is shown below. In this, routers are connected in the octagon pattern
so called as the octagon topology.</span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-spacerun: yes;"> </span><span style="mso-no-proof: yes;"></span></span><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-no-proof: yes;"><img alt="" src="data:image/png;base64,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" /></span><span style="mso-spacerun: yes;"> </span></span></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-tab-count: 3;"> </span><span style="mso-spacerun: yes;"> </span></span><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%;">Octagon
topology connection</span></b></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">v)<span style="font: 7.0pt "Times New Roman";">
</span></span></span><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">Fat
tree</span></b><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">
:</span></div>
<div class="MsoListParagraphCxSpFirst" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The connection of the Router for
the Fat tree topology is shown below. This type of topology connection is
indirect one.</span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<a href="https://www.blogger.com/blogger.g?blogID=5473535558453112369" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="" border="0" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAjoAAAEoCAIAAADe3MyaAAAgAElEQVR4nO2dfVwTZ7r354+tZltrWTSKlKMfWtye7ml7areHlqh7dNt6WF3autrVVlpqS2u3XXdlt1LcJQEM8qYhRAnIm7wVEHkJpIiLzwfoB61Y3DW6+rBllad2k0c5TVn6xJ5paDTz/HHLMEkmk/eZycz1/cwfCiG5cs99X7/ruu/rvgcjAAAAAID3YFwbAAAAAACeAbkCAAAAwgCQKwCYxWg0jrEOjuNcf28ACANArgCAIAji9OnTr7zyyt13342xztjYGNffHgDCAJArQOz09/c/8cQT8+bNmzNnTmTkDx5ikcWLF4NcAYCXgFwBIgXH8fr6+mXLlt1zzz1z5twllS5csWKFTJbA5hUbGwtyBQBeAnIFiI7JyUmtVnv//fejubiYmJgnn/wxy0IFcgUAvgJyBYgLg8GAVGrOnDnLli2Lj/8PToQK5AoAfAXkChAXHR0dKKN6+umnOBQqkCsA8BWQK0BcILl66KGHZLI1yU1/v+3wS9tN49m6tCSQKwDgISBXgLhwkSu77aurFwwGg+HC5WtTNoKwTw3lJq70UXhWbdZ+cn3i+hXdntUgVwAQGkCuAHHhIle3LUN5a5B+bNCcw+2E/Xpfxnof5crlrUCuACDYgFwB4oJJrlbL+8y2Gblaue5dbd+lf0xZb9ut//zi0p+0726QyZ5XDn1FENarTTtksoQ1yiELQdy+2rRdOWSZef/bV5uSn3tbffyi6aaNsFunro0cU2xbJUtY/YHuysT1K8cbWi5N2ixDyjUgVwDgGyBXgLhwL1drXszQf/6dncBH1BtWrtpWYbDcImxfXh7oPT5w2Wyz2y1/Ltu2mVauXtuaUTV8w07Y8c96y5QZ+/qMNmLafPnj430j1765Zb95oeqNZ9YohyyE3Wa12qxf//cV3QerQa4AwDdArgBxwVhqQRA28zntm6tkz7zZ9Nl3xK2poYJEWYJMtil36Es7gV9p2pNLJ1fJVOVDM4q2L/qK3t+1K6vOMGUn8CtN7/1UOWQhCLvlz2Xb1sJkIAD4AcgVIC5cSy2+vXb2eE9PT0/vwOUvbcStm5eOvLHKYdKPkodp8j3KVXLTVWcNvG0Zyls3+2JYuwIAfwC5AsQF09oVUhrLkHLNs+/prtk9ZFcrN6hHcHfZFT6i3rBSJlv53Na3d+167/UX1qwBuQKAwAC5AsSFd3KV4Gbt6tnNlX+dJuw28+WB3o8vT/yPzU6VK/u3V09WKv+oGZ60E9aJc52VlZ3nJqyEzdin+AXIFQAECMgVIC68KGQ39WU876YyMEG2Lq3qzOc3bbesU1fPtPb++frE9WHtZlnCqjcOD9/A7UiQ1v1a23fxiymr3W6duvaXnpL31jnMHIJcAYA/gFwB4oIiVywdXQH7rgAgKIBcAeIC5AoAwhSQK0BcgFwBQJgCcgWIC5ArAAhTQK4AcQFyBQBhCsgVIC6QXC1evDiWByxYsADkCgC8BOQKEBcdHR2RkZFRUVHRXhMZ+YM5jHz/+99fvHix929IsmjRovnz54NcAYA3gFwB4gLH8TGv6evrW716dWRkJOaJhQsXFhYWev/OVHAc57pVACAMALkCABpwHFer1VFRUR6FikQqlSYmJhqNRq5tBwBhAnIFAM6cPXs2Li7OnSxFRkZGREQw6FZ9fT3X3wAABAjIFQDMMjk5mZqaumTJEndStHTpUr1ej+O4UqmUSqWQZgEAa4BcAcAdWlpaYmJi3AlVREREWlra5OQk+XqDwcCQhEGaBQDBBeQKAIixsbHExER32RKGYfHx8QaDwfUPcRxPT0+HNAsAWADkChA1HksqoqKitFotc/GexzSrpaWFtW8EAEIF5AoQL8wlFREREUlJSV7mRh7TrI0bN0KaBQCBAHIFiBEvSyp8fVuDwRAbGwtpFgCEApArQHS0tLQwKIpUKnUqqfAJHMfT0tLcVbpDmgUAfgNyBYiIsbGxhIQEd1N2UVFR7koqfOXs2bPMaZYfqRsAiByQK0AUMO+UQtTX1wfxPCSPaVZKSorfORwAiBCQK0D49Pf3M+Q6ERERKSkpIZqgY06zYmJiIM0CAC8BuQKEzOTkZEpKCkNJRWxsbKgFA6VZ7myANAsAvATkChAs9fX17mf+7pRUsHYaOqRZABAgIFeAAEElFe42/6KSCvafMoXjOEP1PJqThDQLANwBcgUICvZLKnxFr9dDmgUAfgByBQgHDksqfIJ5kzKkWQBAC8gVIAT4UFLhK8xpFg8NBgBuAbkCwhscx3lVUuETzGnWkiVLUlNTIc0CAATIFRDGeCypSEhIYL+kwlf0ej3Dc7YgzQIABMgVEJagzUx8LqnwCTSZ6e4IDEizAIAAuQLCEeZVnyVLlvCkpMJXPKZZ/f39XNsIAJwBcgWEE0ajkSELEYBP95hm8XYdDgBCDcgVEB54U1KhVCqF4co9pllnz57l2kYAYBuQKyAMGBsbi4+PD/eSCp9AaZa7xbmIiAhIswCxAXIF8BovSyq4NjNUQJoFACQgVwB/8aakQvD1ckajcePGjZBmAQDIFcBHBF9S4SstLS0M+SWkWYAYALkC+IWoSip8wmOalZ6eLsJmAcQDyBXAIwwGg9hKKnyFOc2Ki4szGAxc2wgAIQHkCuAFk5OTYi6p8AnmNEsqlUKaBQgSkCuAe/R6/dKlS92pFBxBRAvzlCmkWYDwALkCuMRoNCYlJTGUVMTFxYmqpMInjEZjYmIipFmASAC5ArgBx3GtVutumQrDsKioKHGWVPiKxzRL5Kt9gGAAuQI4AJVUuPOwUqk0MTERnKz3eEyz1Go1CD8Q7oBcAayCSioYZv9iYmJaWlq4NjMsqa+vZ8hW4+PjIQIAwhqQK4A9oKQi1KA0y51oQZoFhDUgVwAboJIKhjr1uLg4OJchWECaBQgSkCsgtHhTUgEhf9AZGxtLSEiANAsQEiBXQAiBkgoO8RgoQJoFhBcgV0BIgJIKnuAxzdJqtZBmAWEByBUQfFpaWhhKKiIiIqCkgk2Y0yw4iREIF0CugGAyNjbGsAEIg5IK7kBplrv7EhUVBWkWwHNAroDggOO4Wq1mLqkAh8gt6B65CyYgzQJ4DsgVEATOnj0bFxfnTqikUmlSUhL4QZ4wNjbGUP8CUQXAW0CugICYnJxMTU1dsmSJO/e3dOlSKKngGx7TrMTERKPRyLWZAOAAyBXgPy0tLTExMe6EKiIiIi0tDUoqeIvHNAseMAbwCpArwB88llTEx8fD85b4D6RZQBgBcgX4BpRUCA/mNAuD5zgD/ADkCvABb0oqIBgPR3AcVyqVDI8ggTQL4ByQK8ArvCmp0Ov1XJsJBITBYGAIRyDNArgF5ArwDJRUiAccx9PT0yHNAngIyBXABDoKAUoqxIbHNAs2JwDsA3IF0MO8mIGAkgoB4zHN2rhxI6RZAJuAXAE09Pf3x8bGulOpiIgIKKkQCQaDgaEnQJoFsAnIFeDA5ORkSkoKQ0lFbGwslFSIChzHGZ4FA2kWwBogV8As9fX1DHG0VCqFkgrRcvbsWUizAG4BuQIIwtND/KKiouDJs4DHNCslJQWiGSB0gFyJHW9KKurr66GkAkAwp1kxMTEwVwyECJArUeOxpCIlJQWWJQAnUJrlboET0iwgRIBciRQoqQACBNIsgGVArsSINyUVMPsHeATHcYajuVB2DmkWECxArsQFlFQAQUev10OaBbAAyJVYQOsNUFIBhALmE5AhzQKCAsiVKGCOf6GkAggKzN0MVkOBAAG5EjhGozElJcXdXhlwIkBwYU6zlixZkpqaCmkW4B8gV4IFx3EoqQA4Qa/XMzxxBiIkwD9AroQJepw5Q0lFQkIClFQAoQPtlHCX1kOaBfgByJXQgJIKgD94TLP6+/u5thEIG0CuBAXzWveSJUugQAtgGY9pFsxIA14CciUQvCmpgEgW4AqPadbZs2e5thHgOyBXYY83JRVKpRICWIB9jEbj2AwjIyMbN26MjIyk7aXz58//wx/+MBYMoKsLFZCrMMBgMBxyz9q1a+fNm+fOBcTGxioUCoY/p6W+vp7rLw2EN2NjY6+88gpDuh86Ojo6uP72QEgAueI1/f39CQkJ9957L/tjnuuvDoQrp0+fXr9+/X333Td37tx58+b98IfLH2KL+++PBrkSMOCV+AiO4/39/U888YREIvne974nlS78939/bAVb3HfffSBXgK9QO+2cOXMiI3/w6KOPyGQJbF4PPfQQyJWAAa/EL9BC1LJly+6++/tz585ZvHjxihUrWB7zaHWB65YAwgZKp7177tw5ixZJ2e+0IFdiALwSX5icnKyvr7///vvRXFxMTEx8/H9wMuZBrgDvMRqN5JFLMTExTz75Y046LciVGACvxBc2b96MxvyyZcu4EiqQK8BXxsbGMAxbtEjKbacFuRID4JX4wvr16zEMe/rppzgf8yBXgPcguYqNjZXJ1iQ3/f22wy9tN41n69KSQK6AoABeiS+8+OKLGIbJZDuarlodfmGzGM81pK1bCXIF8BAXubLbvrp6wWAwGC5cvjZlIwj71FBuoq+9d9Vm7SfXJ65f0e1ZDXIFzABeiS84ytX0V1f/ajAYDIb/fe3r7wji1tRQQaLPwvOadviLiYlR3QfrQa6AEOEiV7ctQ3lrUF/aoDmH2wn79b4M33ogzVuBXAEgV/zBUa6+GlI+L5MlyGQrN6hHcIKwm/syVvsqV05vBXIFBB8muVot7zPbZuRqw7vaP1364p9W+23r1D8u9WnfXbdSJnteOfQVQVivNu2QyRLWKIcsBHH7atN25ZBl5v1vX21Kfu5t9fGLpps2wm6dujZyTLFtlWz9B7rRiYm/Ha/quDRlJT8R5ErYgFfiC27kKmF1Rp/ZTsoV3ZhfkzdkuU3c/ntT8hrK+N+tHPpq5r2tV5veee4N9fFLpps2u936z2vnWhVb18rcjHmQK8B73MvVmhcz9J9/ZyfwEfWGZ7aV/dlit9vMlweO9w5c/tJG3LIYKratoper17ZmVA3fsBN2/LPeMmXGvj6jjZg2X/74eN/ItW9u2W9eqHrjl8qhrwjCZrVOW7+eIOcMQa6EDXglvkAvV6s2Z3z0f74j7Pg5zQbZWvox/1Naufr11g+ODE98RxCWz3oqlGkH+m5YCduXlwdO9A1//o391s1LR9644yycxzzIFeA9jKUWBGEzn9O+uWrVe01XcML+5VDuJpksQZZYMDR1i/jus6Y3f0krV8lU5UMzirYv+ore37Urq84wZSfwK017coe+Iu5oHkwGigXwSnzBbakFYbdNfardtlbmbszv2E8nVzsoyvfCBvUITthtxpNFab/dldFosFCdhfOYB7kCvMe11OLba2eP9/T09NyJqG5eOvKGQ0RFnaZO8SxXyU1XnTXwtmVIk0/5Q5ArkQBeiS84ytU314b/1NPT03P848vmacL+9aWqHavWuBnz+RpPcrWJJux1cRYgV4AfMK1dIaWxDCl/+judcdpTdnVnmZY+u8JH1BtWymQrn9v69q5d773+wibargtyJWzAK/EFN2tXlHG7ys2Yd8iutqjPfe0uu8LPaTbIEmSydVt37Nz1m5QXHFcOQK4AP/BKrta4mcdetWpz5V+nCbvNfHmg9+PLE/9js1Plyv7t1ZOVyj9qhifthHXiXGdlZee5CSthM/Yp3gS5EiHglfiCZ7lyt3a1KqXy8jcEMW2+/HHvwOWJb212B7n65mpftfL35cOWW4Ttxrm2msq2cxM2u+1GnyLxBZArIEC8KGQ39WU876YyMEG2Lq3qzOc3bbesU1fPtPb++frE9WHtZlnCqjcOD9/A7SjZWvdrbd/FL6asdrt16tpfekreWyejj7RAroQNeCW+4KGQ/cafMtatdDPmV67bVXPm2v+z2a1T46dbe/5yfeKLYe1rMtkzb5R9cuPb26gycN272r5L/5iy3rZb/3nN8FHJuxtkbsY8yBXgPRS58nWjRfAvkCthA16JL8zIFfdjHuQK8B6QK4A1wCvxBZArIBwBuQJYA7wSXwC5AsIRkCuANcAr8QWQKyAcAbkCWAO8El8AuQLCESRXCxYsiOUBixcvBrkSMOCV+MKaNWswDIvkAXPm3AVyBXjJ2NjY/PnzFy1aFO01ixcvnkOHRCLx/k1oiYqKWrhwIciVUAGvxBdef/11jDc89NBDXLcHEDaM+cJf//rX1atX0/a6H/zgB8XFxT69Gy04jnPdJEBIALkKY3Acj42NdSc5aWlpXBsIAM6kpKQwh0pGo5FrGwGeAnIVruA4npSUxDDslyxZotfruTYTAGZRKpVSqZRZrhISEiA9AmgBuQpXvBn5EKsC/KG/vz8iIsKpf0okEtdOq1QquTYW4CMgV2GJXq9fsmSJ6ziPjIx0+kliYiLEqgDnjI2NuUZXUqm0vr7edUJbKpWePXuWa5MB3gFyFX7QjvyIiIj+/n7XhYGoqCi1Ws21yYCoMRqNS5cude2ZKIsyGAyu/Tk2NnZycpJrwwF+AXIVZkxOTrqOfKlUikb+5OQkbaxqMBi4NhwQKTiOJyYmYi4kJSWReb9arY6KinJ6QUpKCqeGA7wD5CqccFdesXHjRvI1Z8+epY1VYUoQ4ATaUsC4uDhqh6SVNKlU2tLSwqHlAN8AuQon0tPTPY58giCUSqXry1JTU7kyGxAttAVBS5cuda0AMhqNMTExrv0WaoUAEpCrsKGlpYW2FNB1PNPGqhEREVDXDrAJbSmgVCrt7++nfb1er3d9PdS1AyQgV+EB7RQfw8g3Go2uwgaxKsAa7koBmef30tLSXDst1LUDCJCrMIC2sEoqlTKX/NHGqlDXDrAAcykgAziOx8XFuXZ1qGsHCJAr/oPjeEJCgmvI6c1aVGpqqqvLgLp2IKR4UwrIAG1aBnXtAAFyxX9cJQfzekKf9lBBiFWBkOJNKSAzWq3WVbGgrh0AueI1tOOWtrDKHbAHE2AT70sBmXHdsAF17QDIFX/p7+/3qbzCHbAHE2AHX0sBGaCta4+KioJaITEDcsVTaIcrOmPN17eCPZgAC/hXCsgA7cGY8fHxUCskWkCu+AhtfRSGYenp6f69IdS1AyHF71JAZqCuHaACcsVHNm7c6DpKvSyscgfswQRCRIClgMzv7Bq3odOcg2U8EEaAXPGOYC1WuwKxKhAKAi8FZIB2jnHp0qVQKyRCQK74hbvyiqAcqQ517UDQCV10RUJbH0s91hkQCSBXPIJ2hSm4Z/3BHkwgiASxFJAZ2rp2P8qOgLAG5Iov0D6qKvDFaldgDyYQFIJeCsiAu7r2sbGxoH8WwFtArniBuwdZBb5YTQvEqkCAhKgUkAGoawdArniBUql03ckbujk6iFWBQAhdKSAztLVCfu/uAMIOkCvuoS0xx0K8KQpiVcBvQloKyACO4/Hx8U6fC3Xt4gHkimNoFwDYGYEQqwJ+wEIpIANjY2Ou8xBQ1y4SQK64xN2DrNjZCwV7MAFfYa0UkIH6+nqoaxcnIFec4a68gs2BB3swAe9hsxSQGddjX6BWSAyAXHFGenq6q1axsADgBMSqgDewXwrIwOTkJK0xUCskbECuuIFWJGJiYjg5cxZiVYAZrkoBGaCdloRaIWEDcsUBZ8+eDcqDrIIFxKoAM1yVAjJDOz8BtUICBuSKbdyVV2i1Wg6tglgVcAe3pYAMQF272AC5YhUcxxMSElxDwtTUVK5No49V09LSuLYL4BI+lAIyAHXtogLkilVSU1NdJYEnD52ijVWXLFkSxAN2gfCCP6WADECtkHgAuWIPtVrNz0kVEtpYlasCEIBbeFUKyAzUCokEkCuWcPcgK749a4o2Vk1KSuLaLoBVeFgKyABtrZBUKoVaIYEBcsUGtA+y4tukCgltrMptJQjAMvwsBWSAdo2NzwYDfgByFXJozzrCeFxxC7GqyOFtKSAzUCskeECuQo5rsoLxdVKFhHZnGMSqYsDdrDVPSgEZgFohwQNyFVrCNFAlCEKpVEKsKjZoa214O2vtitFohFohAQNyFULc7VkJi1k12i1iEKsKmDAqBWQAaoUEDMhVqBgbG3PNTsLL3dNWiECsKkjcPR+A57PWtLjWiUCtkDAAuQoJk5OTsbGx4R6oEgTR0tLiGqsmJiaGnQsDmKHdwB6mq5W0oy9cZjUABkCugo+QAlWCLlaNiopSq9Vc2wUEjfBdYXUH1AoJEpCr4KNUKl3Xe2NjY8P0HDN3sarBYODaNCAIhG8pIDNQKyQ8QK6CjF6vdy2vwDAsfANVwk2sGhsbC7FquBPupYAMQK2Q8AC5CiYGg0GQgSrhJlblw0HygN8IoxSQAagVEhggV0HD3YOshDH4aQ+Ri4iIgFg1TBHYCqs7aGuFoK49TAG5Cg7uBr+QHmRAG6tiYT7PKVqEVArIDNS1CwaQq+CQlpbmOviF9zRe2pU5qGsPO4RXCsgA1LULBpCrIEC7kV6oU+SuUTnUtYcXQi0FZADq2oUByFWgiG3w4zgOde3hi4BLAZmBunYBAHIVEO7KK4Q9M05bABm+G8vEg+BLARmAunYBAHLlP7QDABNHebdarXYN0lNSUri2C3CLSEoBGYC69nAH5Mp/aJ+4KpK6A9q6djHMKYUv4ikFZADOwAxrQK78RK1Wi6e2ihaoaw8jRFUKyAycgRm+gFz5g7vyirNnz3JtGqvQ1rUnJCRArMorxFYNxAzUCoUvIFc+Q5tViHYejHbDmRiW7sMFd6WA9fX1XJvGGe5qhSDM4jkgV76B43hcXJyrg05PT+faNG6gbRARJpr8hLYUEOIJwk2tkBiKpMIakCvfEHltFS1jY2NQ185DoBSQATgDMxwBufIBd+vV4Je1Wq1ry0BdO7fQlgLClBcJ1AqFHSBX3tLf3+9aVhAVFQUnjyFcA3nRrufxAdrQCvYYOQFnYIYXIFdeMTY25hqFwZZ4KkajMSYmxlXOwT+yD5QCeg+cgRlGgFx5xt2JzrBe7YRer1+yZIlTQwnvWHqeA6WAPgF17WEEyJUHYL3aJ2jr2kVbNsk+UAroB1DXHi6AXHmA9iBn6MruoK1rj4iIgGkoFoDQym+grj0sALlioqWlxXUlFoPaIUZo69qhfpIFoBTQb6CuPSwAuXIL7RQBrFd7A+3zKjdu3Mi1XUIGSgEDBOra+Q/IFT3uHmQFawBesnHjRtfWg9X+EAGlgEEB6tp5DsgVDe7WACA/8J7JyUnaJwHCNrWgA6WAQQTq2vkMyBUNtOVtUJDtK7Qbq6EZgwuUAgYXqGvnMyBXztCeJyTOJwMFTnp6uqsnhbr2YAGlgKHA3RmY0KScA3LlAKwBBBccx+Pj453ac8mSJdCeQQFKAUMEbV07nIHJOeKSq8nJyQ73VFZWLly40KmPzp8//6233mL4K4+IJy07ffq069c/dOiQ65TgggULKisrA2lVEtHWx0MpYEiBMzB5iFjkamxsLDU1lXYTVajp6Ojg+tuHFhzH9Xr9E088IZFI2G9eAdduGI3GysrKQ3Ts3Llz3rx5Tk0xb968nTt30r7eGwoKCiorK8Um/5OTk/X19a6toVQqad2FUqn0u4VRI7e3t3P9pcMV4cuVwWB45ZVX7r777rvuumvevHn/9m8/WsEWP/rRw5ig5QrH8fr6+n/5l3+5++6777rre4sWSf/93x9jrXnRibqClCsyuvr+97+/gI65dNx77720L/aSuXPn3nfffYJsT1omJyfJM2toG2T+/PmujSyRSAJpZPRxXH/1cEXIDdff35+QkHDvvfdKJJL58+c/+ugjMlkCm9eKFSuEKleTk5OFhYX3338/Gn4xMTHx8f/BcvOiCi6BudexsTGuoqsFCxYsW7ZMYO1Jy+TkpFwuR113zpw5y5fHsdbIIFeBIMCGw3G8v78fzU1973vfk0oXrlixgmVPKmC5chrqy5YtY1+oBClXp0+fXr9+/X333Td37tz58+f/27/9iOX2XLx4cWxsrGDak5axsTG5XB4ZGSmRSObOnbN8edzTTz/FZiODXAWCABvunXfeQX1x8eLFXAkVuoQnV0ajMTIycu7cuZwMdadLMHLV398fHx8/b968OXPmSKUL2Z8GQJew5YqcX0UTej/84XJOei/IVSAIsOHWr1+PYRhXIT/1Ep5cocdURkdHcytU6BKGXPX19UkkkrvuuovDaQB0CVuuMAwj51c5bGSQq0AQYMO9+OKLGIbN9I81yU1/v+3we9tN49m6tCQWuqZQ5So2NlYmS5DJdjRdtTr82mYxnmtIW7eSnZEvDLnq6OjAMGz58jgOfSi6BC9XCxYs4LyRQa4CQYANRydXdttXVy8YDAbDhcvXpmwEYZ8ayk301auu2qz95PrE9Su6Pau9+xNxyNX0V1f/ajAYDIb/fe3r7wji1tRQQaKvw3izdvj6xMQV3QerffgrIcnVQw89JJMlyJKbrjrEVnbbzX+cq/v9OlY8qeDlavHixTNflrNIC+QqEATYcHRyddsylLcG/WSD5hxuJ+zX+zLW+9jVXN4K5OqqlSC+GlI+L5MlyGQrN6hHcIKwm/syfFGdWTdtGVKuAbkiiJnYynD5i69tdsL+5VDuJp89o+8RgPjkKhiRluw17fAXExOjug+88icgV4EgwIbzIFer5X1m24xcrVz3rrbv0j+mrLft1n9+celP2nc3yGTPK4e+Igjr1aYdMlnCGuWQhSBuX23arhyyzHzE7atNyc+9rT5+0XTTRtitU9dGjim2rZIlrP5Ad2Xi+pXjDS2XJm2WoeynRSVXCasz+sz2Gbla92tt38Uvpqx2u3Xqi4t92l+vkyXI1uQNWW4Tt//elLxmtp2PNgxZZnKK239vSl773Bvq45dMN212u/Wf1861Kraula3eo7tyfeLKn6paLk7ZzOgTBStXs7K9RX3ua4KwmfvkXib0gUQA4pOrYERaLqMA5Cp0CLDhGOVqzYsZ+s+/sxP4iHrDylXbKgyWW9LpedoAACAASURBVITty8sDvccHLpttdrvlz2XbNtPK1WtbM6qGb9gJO/5Zb5kyY1+f0UZMmy9/fLxv5No3t+w3L1S98cwa5ZCFsNusVpv16/++ovv9f4hJrlZtzvjo/3xH2PFzmg2r3iwzTNlR+xz/+LJ5mrBPGcreXEUrV83yD6rOTNgJAv+sp2zvjk3KvhtWwvbl5YETfcOff2O/dfPSkTd+mjdkuU3YrFbbt1//951IVgRytT6j77qdlCu6CIDsn8nUaGB7oWMEkPSG+vglk8VG3LZOfX7uWPbWVQmuEYCI5crfSKtpt3Loq5lPsF5tesdjpNWf/mOQK78RYMN5KrUgCJv5nPbNVbJn3mz67LvZGYBNuUNf2gn8StOeXDq5SqYqH5pRtH3RV/T+rl1ZdYYpO4FfaXrvp8ohC0HYLX8u27ZWJpbJQCp229Sn2m1rV73ZdOU7+8wC4crE3KEpu/27K01v/pR2zO+guGkU59ptxpNFab/dldFosNwivvusacf+IcvtO5o3E6gKXq5WvZj10ec4QXx9Tr1F5iYC+CmtXL32KiUCUKbtO3nDZreZLw8cPzl8zWK3f32pased0IESAYhXrvyOtJp+vfWDI8MT3xGE5bOeCmXaAY+R1tEdj4Bc+Y0AG4621OLba2eP9/T09PQOXP7SRty6eenIG6scJv0oeZgm36NcOS+JEwRx2zKUt47qO8QiV99cG/5TT09Pz52x/fWlqh0/dWyHWS+8zqNc0YUXxFdD+RrKHwpdrhz4bupc2bZVCe4igB25dHKVvIbSpGhG0WrsU6ft2pVRZ7BQQwdKBCA+uaLib6Q1q3wveBNpwWRgIAiw4TysXc0O42ff012ze8iu7kxq02dX+Ih6w0qZbOVzW9/eteu9119Ys0aMckXOqMy2z0/f0xnthKcxf8eN0mZX+DnNBlmCTLZu646du36T8oLDHwpdrr69Nny8p6en584E9ew8M00EkJ/vUa5cXbNr6CBOuQpGpDU7CjZ5E2mBXAWCABvOa7lKcLN29ezmyr9OE3ab+fJA78eXJ/7HZqfKlf3bqycrlX/UDE/aCevEuc7Kys5zE1bCZuxT/ALk6k5Tu5tRkaVUXv6GIKbNlz/uHbg88a3NTpWrb6/0VSp3vFQ8bLlF2G6ca6upbDs3YbPbbvQpksQkV7NrV7MtvMpNBOCQXaEoij67+vqceotMliB7bsuOXb/9zevPO85uiVOughFpuWRXzJEWyFUgCLDhvCtkN/VlPO+mMjBBti6t6sznN223rFNXz7T2/vn6xPVh7WZZwqo3Dg/fwO3IO1DXY6/9pafkPed1b9HJ1Ux51Y0/ZaxbSb9eLVu5blfNmWv/z2a3To2fbu35y/WJL4a1r8lWvV02/H+/td+pDKTelGuGj0re3SBz8a1ikyt3a1erNlddnrYTti8vD/QNXL7xrc1Rrr690leZ+3vNsMVut02ca6usaTt3w0ZYb/TtTQS5CkqkNZOoXe2rVv6+3GOkBXIVCAJsOEe54vISulxxfIlArlAU/92Nvqx1MjcVa7KkXVWnrt202a2T42e6e/78j4nrn2g3r3KMADa+q/3TpS/+abXftk5dM/Ro3l230jUCELFcBRBpyZ55o+yTG9/eRpWBHiMtkKtAEGDDgVyFDpCroOMgV5xeYpIrzi6Qq0AQYMOBXIUOkKugA3LFDiBXAkCADQdyFTpAroIOyBU7gFwJAAE2HMhV6AC5CjogV+wAciUABNhw//Vf/4W6JucsWLBAkHJ17733ct20ixcvXnzvvfeCXIFceQnIlQAQYMNt3rwZ4xPCkyteEe7uFcnVvHnzIrlm7ty5ixYtCvf2dAfX/dQBrhsjXIGGm0WpVEZERGAYNmfOHNSrli5dajQaubYr7Onv75dKpU4jtr+/n2u7eEFfXx/bzpIRoXb4Bx98kOumvcMvfvELrhsjXAG5IgiCwHF848aNyKVKpVKFQrF+/XrUt0CxAoSqVevXrycbFgv/xIhDlEolalUytJJKpRABBBcyfiXbWSqVKpVKru0SLyBXhNFoTEhIIMe8VqslCALH8bi4OPTDuLi4yclJrs0MS6halZSUhOM4juNJSUkQCgQCqVVSqTQrK4tsT1CsYIHjeFpaGtnI6enpvb295H9BsbhC7HI1Nja2dOlSMt6njnaj0Uj+CrlaDu0MR0itkkql1AYExQoEMuQn/Sa1PUGxAsepPUlxamlpAcXiFlHLVX9/PylUtH4TFMtvqFr18ssvOzUdKJZ/KJXKe+65x9Vj4jj+zjvvkA1eWFjIoZFhjdFoJKdVXLWfmteCYrGPeOVKq9VS56nceUyj0UhK2saNG0GxvMGbOHRycpL0C6BY3uBOq6gvQM1+zz33gDP1A4PBQIanS5cupc1TqYrV0tLCvpFiRoxyheN4eno62ec8ihA1UQAv4BHvI1Bq8hoXFweKxUBxcbHTHCAtEP77DXWdNTY2lqE3UhsZpl7ZRHRyRZ2GioiI8HJIg2J5iccMwAmYbvWG4uJi77sfKJYfOM21eCytAsXiBHHJldPEtF6v9/5vQbE84p+jBMVipqqqytdW9TVoEDM4jlP7bUpKipc9kDpDA4rFDiKSK28mppkpLCxEHTQiIsInqRMDgQT1oFju8DtIoorcSy+9BE1KC5prIQe1Ty2MNmtCQSabiEWu9Hq9lxPTzMAkAC2BL/JTS1pAsRABJvSum95CYWT4YjQaqQXrftRNUFcWMAwzGAyhsBMgEYVcUXenezMx7fHdQLGoUBskkBJq6r4CcK9BmXwGxXIHNaHHAjgSDLZksInA5QrH8dTUVOru9KCM2NTUVAipCJd5/8Dreqk++p133gmKkeFIEBdKQbFc8bjh0idAsVhDyHI1OTlJuzs9cKCDEgSB4/jLL78c9EQTSlqC3gKQtlKhrgskJCQEZfCCQ2AHwcqV0WhEj+8L0aydyDtoSA/+EbNihei7nz59mpz7+uEPfyi27kpCPcIquMoN295ZQJhy5ZTsh2i+Dsdx8mzcQMo3wg4WDqkTp2KF9FtTV2tE6E+d1gWUSmXQs0zY9h5qBChX5AlAQUz23SHCCmzWDlStqqoS1eYhFhRatIoVunUBJ0ToENhEaHIVumTfHaLqoCwf/k2tjy8uLg7pZ3GL04nAofsgESpWqNcFXD9OPA6BZYQjV9QdfyFK9t0hkg7qtMuEnSJ+MWwbYD69PuiISrGcDgdgp45XJA6BfQQiV7SPWGQTarlweno6y5/OAk5adfr0adY+WtiKxbJWIYxG4+rVq1mOPNjH+1Nrg87Y2BjZvKBYwUIIcsXwiEU2EXB1gNFofPjhhzmMx4WqWFR/yvLjaTjJldmE7DNYMA4H8AMOb65QCXu5Cu6Ov8CNEZ5iUaf+OWxh4Z0oyvkGXqE+hthp93pqaipXUkF1CIKcdGGZMJMrkyP79xc9+uij5IDnwyx8VVUVqvW45557qqqquDYnUPizziEw38q5ViEE1qrEzDeKiorCfD+1NhQIMoTlCl7LlclkGhwcaGxsOHBgv1yeKZdnZmdn5eRko38rFHL0D7k8MzPzj1pt6cmTJ8fHx6enrdyavXfv3p/8ZLVMJtuy5Ze1tbXDw2fQdf78eaSy3JrnDmTb+fPnSYN7e4+//PJWmUwmk8meeOIJzqMBp/mrsbExbu3xG55oFQK16oMPPiiTyX7yk9U6nW50dJTsqyaTyWw2c2ieTzitYXP72ASLxTI+Pj44OFBcrPrd736XkfEB6a/QdeDA/tLS0sbGhsHBgfHxcYvFwqG1YQHv5Gp62jo6OlpXVyuXZ2ZlKUhZUir35ufnqVSqg4cOkldJibqgID83N3emB8jRi9Xq4jNnPmHt9k9PW8fHx3t6PiotLXXSUdcrOztLLs/My9tXV1c7MvIph77AbDafOjVUV1e7b18uaRjzVV5e1tPzEYcxAY7j27Ztk8lkL7zwwssvb/3oI31vb+/g4AA/o4HpaSsyCcn/yZMne3t7a2trt2z55c9+liiTybZu3cKVVlksltHR0a4uHeq07q6sLAUahqjHDg4OcNvCJpNpZOTT1tbW8vKyvLx9tDZnZv7x97//nUajOXVqiH1rx8fHOzra8/L2KRR33BFqQPSP3BmoP0ROQ6GQ5+Xt6+hoHx8fZ9nmcIFHcmWxWDo62sk7l52dpVKpautqj7a2duv1Hq+29vaGxkaNRqNU7iX7QXl5WejuPVVZFQq5XC6XyzNzcrLz8/NKStTlh8ura6qbmpvJq6KiQlumValUSB7Irpybq+zp+Yg13TKbzR0d7Tk52dRoYN++XJVKpS3TVlRUUG2urqkuP1xeUqLOz8+byWvvDMK6utrR0VEWdMtisYyMfNrY2IDcEznO+RkNoCmB8vIy1FzMQQBqyeJiVU/PR6w15pkznxQXq6gGkJ22tLS0gkL54fKDhw4W7S+i9liFQp6Tk93c3MyaV0UdoKameta5z/SB3NzcfftyCwry0bVvXy4ZvKLXoNeXl5eNjHwa0vgVDavs7CxSpfLy9mnLtA2NjU3NzQyOq6m5uaGxsbS0FHVv0vt1dLSHUV7LDryQK4vF0traSnrPYnWxlxLFIF2VVZU5Odno3qvV6uAGWdPT1sHBAbJr5uRkazSahsbGTp3OeyOPtrZWVlUWFhWSjkOjKRkdHQ2inU5cvHihsLCQTP4Kiworqyp9aupOnQ7FBGTb5uRkDw4OhMLPWiyWwcGBgoJ80kuiJLtofxHyqlRZdRcNKBTygoL8EydOhDrVRjE1ahb0uVlZiry8fbSBS0NjY0VFxcFDBwsK8pGqkT5Ooym5ePFCKNrTZDKh0GrG0Su1Zdqm5mbvO+3R1tbaulqVSpWVpSCzgRDdfVebUWdTqVSoMT2ajYItlUpF3hSkW0EfYiaTqbq6irzvxerihsZGv31XQ2NjsbqYfLfq6ipeTRhwC/dyderUEIpAc3Kya47U+OTxPV5Nzc1kVt7Y2BD4uCKFCvX+wJUVaUDNkZrcXCWys7CwMOgd1GQyFRTkowGQl7evtq428HY+2tparC4mc5ogui2TydTY2EB1rOWHy5lDVFrzKqsqyfkihUJeXl4WipF/8eKFGU2VZ2UpDhw4UFtX29be7lMHcAoCsrOzurq6giWxZrO5oqICWZiTk11ZVemTee68qkqlIu/+qVNDQTGVxGQyodAKqdTBQwcDGWht7e2HKw6TzVtQkB8U0ZqetnZ0tGdlKVDDBtF9IZ+Qk5ONOlVHRzvnS/J8gEu5mp62olGkUMi1ZdrgCpXT0EIx7N69OYE4LJPJlJ+fFzqDqeLa1NQUlA46PW1tbGwgR6mvTt+bcaUt06L3z8/PC1APLBbLTKAaNMfaqdNRU+2KiopgzbF89tnfyP6Qn59XW1cbeHsebW0tKVGT2cCJEycC7AYnTpxA/nTv3pygWEi92trbS0rUZBYblGiA7AMotAokU6EdYuQtC7AnmEymvXtz0HxjzZGa4DYsedUcqUHTTgH6LmHAmVyZzWYU7+fmKgNPUDxenTodmWJfvHjBD4NPnRpCcyBF+4sC96EMFymuBQX5ATpWs9mcn5+HMtegCxX1amtvL9pfhGbA/A60T50aQmtjOTnZQXes3Xp9U3Nzbq4ShasnTpwIpGGnp62kS1WpVEHvD2QQgPyUf6tEFotFrVajmxI6fxqsu4/47LO/kXMtoeux1J7gnze4ePEC8gYajSZ0cTbZGZDv8ttawcCNXJnNZpTnFquLQ3qnna6aIzXIxfh61zs62tEfhnTYUzvo/gP70aSQ34o1OjqKVteK1cWhHlFOzdvR0e6TqVTvX364PKRGVlZVIkejVqv9m20zmUwonlAq94Y0CCD9lEIh91VfzWYz8vsFBfk8v/skp04NkVMXLBhcfrgc5YW+Gnzx4gU2vQHZvMhaMSsWB3I1PW0tKMhnX6vQVTtTyOd9Zo3qFbOyFCxkgU7DyW/FGh8fR1+TzRHVrdcfnSmZ8d4FTE9b1epilGeHNG0lr7b2dpR07t2b42vbXrx4YaYuRsNOkzY0NvoqA0irUKTC87tPQkaEIY0AaA32qW1JrWLZGyBr/Yu2BQMHclVdXYWKFFi+2eSFwsCcnGxvgmsU8bGvVX6YSkJ6K5a1ihxUyAV4My9EahVrKSB5ocQlJyfbe8VCrkouz2Q/CMjNVXopA9PTVpT8VVZVsn/3O3W6vXtzfE0H0TwwVxqAqpy8aVuTyYT6NifeAFmLQmdxrmOxLVdowCuVe1n2TU7XwUMH5fLMxsYGZmtNJhNXkZSTqQcParxs4elpq0p1gCtvRQ4q1G4eBxWpVZzYWawulsvlhYUF3pQzmM1mThJWdHXqdMirepSBw4cPcxsOknffyyU3zkcZGWAxZy3T01ZUCcVJByAvNCuYn58nwlpBVuUKxX3cen/yQpYw+1M0ZVRXX8etqaiWaWTkU28aeXBwANWDcGtzXX0d2inJYOqJEyfk8szcfbkc2rn/wH65PLOpqclj10U18Ry6qrb2duRVGWRgZORThULObZN2z0xg5uXt8+hSp6etOTk5CoWc21HW1NzscRpjcHBALs/kfGR16/VF+4vk8szBwQHmthUerMrVyMincnmmSqXi/H6jESWXy8vK3D4ZCyWCfOidbe3taHeLx8FvsVhQBsDOIhDzharF3KksiqmzshTc5tmdOh2aOmNOBZCy7j+wn9smRV7VnQxMT1tReQUfwkG0K8ujS0UawGEuSF7aMq1cntna2kprJ2pbhULObXdFV1t7O1rVFluCxapcoSzB0ZN2tR0pSEtOfDRKgkni4n+e8n5xQydbdx0lWO7iKZT4O1rbVlPwu+TEFVEYJol7esOr6arGDnZMRbtbPCZYyKuyU1jlzaBiSLDKyrRyOcfzKuhqam5GsyvuWhUFAZwrK7oYZACFgyUlas6N7KbEWAzdlVca0KnToToRWoeA2vbgoYOzf9Jek5/2auJj0RgW+WD8huTdxQ069qxFawRezrgIBvbkymw2KxTy3FylQxep3P1stATDYp5M2vb66y+tXR6JSX68Nbc2uIrVVZez9ZnnNsuruxx/XllVKZdnnjnziau14+PjCoW8sKiQ8vq2it3rozEMi4pPSn799S1rl0swyWPJyrrgKdaxiuy3no+Pi8SiViS++ofS1i7yV2jwM7hUBEoUXAY/Zyp74MAB2skrlFrt3ZvDEztRIOUuwUKloaGusPfyQj0hJyfb1U6acJBTl6pSqRQKOcP5EXzTAFTaTrs6qFIdcGjbzsPvP/sAhkminvx58vbXfrn2YQm28NGte2uDaK2urug3W1bGRWKS5Ss3/Trf0c+gBKukRM3sEAQGe3KFuqbj+n9d9vPLMSwucU8V0qfO8t88JcGwh9/WdAbllne1HilV5f9h+9oHMCxyxc4yneML0C0vLy9ztRaV1TrsqG/Mfj5agkUnZdSgftNWtvM/Jdi8h98q6QhOB/2w6NUnJZLHk371fsbOTY9KJNHP7q6gtANaaWeYW0ca4Cix+tCrbFdr5d5fbVr9oEQS9cgzW35TVEcZsWjG1bXmCgmA417g0EcDen23vrut9L14CYZhK3cenn1nNMlWV1dL27B0GQBnyto9IwNO4koTDrLgUmcCLEnc0xscA6zumZoLd61KEIRaXcyqBhzN/UUk5oiDW+jU6WjnA1B6TWlbXUPOpmhMEv2zPdXItk7tzqcWYdiTqZpjQWpb5F4eeOZXOQfydibGSCRP/abM0Suis7xFNR/Inlyho4AcNlW0FSUvk2Axr+QfJXt5a81Btaq4rK6ju1vXoNqdsiE+TkKdJOyuztz83NrN6UXKlPio1TsPtzZpMpITV0RhkQ/GP5+aU9HqcMs7yneupO2X5JWTk+0uUHVMU7qP7X91GSaJ2ZJ/dHasHtEUF6tK69v1elpru47IN699bnNG3t5XZVErdpZ3dTJZi1pjxc7yLn23vjbzZ8swyXPv13SSL0C5IEPxEloGcD4PItQq26ZOfXyh5LGtGUUFf0x+WoItemqnlpoc045/miww5NEAcivIITrLVbdej1Z9XFsV5dmOiyuhV9ZGeeI8qlN9STk7Ru4UMjitsriEg6F3qd112S/8Kxb9bGp2YVHG1kclkmXJRcccX5OVpaAdXwRBTE9b0VZr9gxuK814Y/vr29G1LenJGEzyZHLRh9TXFBQWuAaFKBCkZIEtRcmPYNiPtuQ3zfykq/VIqapYXVrf1q3XdzYWv//qhhkVvxPK+OYN9B8qN8XN3Hfqv2dfgw7rElVFO3tyVVFRIZdnUptbd3jnCgybcdBOV7Nq+1MSLHZ18m8zMn6bvDoWkzy1vbi5u6ts54pILOqBB6OXP7nm5Qzlb5+Nnhe9OnlXxvvvJD0ucel8qCe15L4U6UauULmXq7WOA0k/o3z0b+LOWt3hnSswSVTcA9FxT67ZLK+o2M1obUdzfX3dh8c6yYE6LymzcdahNzU3Z2Upurp07loYHQzhuMzuQWW9GledH2oyUhIfi8YkcfFJb2dXHqV+964j8s1rn31hT6Vu5oZGbsptobwAnY9OtdNsNmdlKfLz89i0s1uv79Z31spfiHn8hV+ui3WVK5SyuA7+np6P5HK5QxAQemXVHd65Alue+NbujD17MvbsyfjD/hrHyNo1CEDPNKCEg3641M4a+Str176cUaRIjn9gxc4ynY7x1tfsXj0rUZTe6zK+aKcEkAZQdluzoAGzV2fl7mejFz2+/cBRx5+jggunzHV4+IxDIIi8kEsXunMdPbD98YVY9H8mp32QkZa8OloieTxVdbTLR2+ga8jZFDObXS169NWCJscPqq6plsszz58/79H3Cgb25Ao9Bc5lTLqRq+bcTZT8t7P8N09JJDGbcptQR0HSpT+meetJDItL3K2pra+rzt/+OHqNcwdikit0bqGTqSjuKyjIp7ySUa7cWNtYvnMFhqHO6rW1+u5jhzO3/FiCLXQaS2imorq6yvsW9mC2V+Pq/b3vr49GSrz77aRHFkoee72oucv5rXQflhfnZWx9ShL1k7eKHU4lKCjIz8pSUB2WyWRyWQpixc7m3E0xP9qUe0i5Kc7V16DjTlwHPwoCKAtCoc+zUY91zK2dLtcgAO2+n01Y/XGpbeU7V2JY1INxyx58cu1mufbwboYmRe0wb/m6Fzc8Fu262oqug4cO5uRk02YA58+fl8szKyoqWNSAmavz8PvPPjAzMB1+hepuhofPUE1FcjUbCjCZ2tWUuyVmdo4BhTIPb8ptQO7Oe2/QWZe16V/Jucvlib8rdVLWhsZGV1OFDXty5Tyc9DNTydTJwO5GjeIPGX8oOKz5tUOcjl65Yme5rmznikiHHNkJGvFjkis0K+VkKp1coTdxcFJdH2rke/bsya865pRVzFirLaP+3Btru1orFcnxMZjk8ed3a5ocp+zRSgCDXB08qPFFrrwbV50lqQ/Pw6J//n5pbV19Zd72p9BrXLzJnVUBySO/eL+0xUmunM6RQoN/1k+xZOeHRa/Gx6zPrO3+kFaukJ9yPYnDpVVZyLM7q3c/J5H8aOWax6OwyOXPbM8sd84UXYMANL5mX+OPS60u27kSI+MkD02KRgQmeeTFXblFebtfelQiiX4+u8Hxs9DjpmjlCnWD6ppqNjUANW+t/IVoLO5n8iNdzr9ikitKho26EDUR1DVqcjL2ZOZXfVi+cyWGxf0i90Mn59N52BdvgOZXon+eXnmsq/1w+s/iMMl/7ixvo5qK5qsguwoJXV06x8kKvUupRdfR4tTHJZjkJ7urG+SJ8zC32dUduUK9c2ZqW3essb6+voWmr7uTK5SvqFQHXK1Fky0O7+M8BYQcU9Tq3VVdjfTWouxqpoN6tLa7rfx3z0TPi4p/VU4zkXVnMtDdvhCCNiBgUtnSEm/GlafVaepntVX+/hlKO6ALnR5EtZNOrkJuZ0fpuyskDzzzqxxVsfJXa2Mw7PEte9Q1xxwWhGhjVd/kKjh59rFDv5JJJE9s2r0PLbNjMVuUjpmiq1y5TAb64VJLtNSfe2xSzdsPk1OgaGAue7WorZtqZ35+npOdJKOjo47dIPQaQFWCf31D5WgqutAMm1M3QPMBlP0hLstsKPmTPPd+TVuDPGmee2X11huQAXoX2eUeSd7vEAiqVKrs7CxYuwoJqHc6FK3ecdASTPLw2i2vvZ788yejJJhk5VuaFg9rVzOrjh2l766QSKLXvpW1vzDrrWejsQee3X3YpQjerVyhJWvas8LQs+Ed3+dYWVpiNIZJlq/95euvJyfFR2GYJP6dktYuxph6NuvyYG131fs/icKwhY8kvjyzGvzb/PrZ6SBUZcsQTPX0fJSVpXB+PpBblT1c7824QiH2TK1m57EP6+obmjsoM0LF7z27dmaTAKoWcfRZrqssdJOBobbzTirgiEMg7y5WRUEAZTKQnTx7ttdp3nrS1VWhqjCqnS6FNn64VJRdzaiChyZF9SAzcuX4YvJiKLVAa1eUXWKh1wBXlXW5NBqN64l8LpWB+u52bdozD2BY5PK1L92p2sAWxb+tPqpnnrf02hugUB6FLPm/3/QYzeQ2mhmCysCQgGbYcnKynbSktWrfzi3PPIK2CSel/rG06c49o60MdJSrbn1HQ3F68s+fflAS+WB80vY9JXS7NNzKFW1BMKKurpbusKijlft+s2XtY6h8OWl75qHmGTmhs9al9IDRWppg1sGfFhYVZmUpGM5jRTVsLieFu1dZr8bVsUO/kkmwB9a+pSjar0hd+wAWvf79SsqkRGP289ESyZOv/vHOqFtIXROmrWFDJdcuBfchtnP2op8MLNpfRHty6MmTJ+XyTMYtDcHOs7tqlDu2v/52TmWny4v1+u6ZWYGCgnyqncj7HzhwIACX2uaYxHhq0u4jmevjsOhnU7ML9u1cH4MtfPwtNbUy0GMhu7NDCLkG6O9MtM5+vIpi9wAACnFJREFUR+fLXXX4gQP7HaMWffexytydW9c+graIJW3PLCVn72mrQnzzBnp9d2tZ5vak+LhI2joX2HcVclpbW52LrLi70Jh3t+t+dHSU/ecveLSWeZswOiPAJSnUM6isV+OKqsRJb2ZonI4d6Tpartj+/E8eiVr44JPrnPZdoVPPXTeKoj1kLtuZQ2onedHLVVaWgrYz0BWyhzjPRjvwsOWJO3Pv7Ll5/O0SSsLqbjcbzfYA31xqh6NcedGkd1zqQtctd916/cFDB5m3CdPUsoZaA9zcfXQxaMCZM5/w57yYbjjVggVQAOiSYHF5v92dacar42G6Z+prPZ7A1trayu0xrNSLDAhcY1W0TZgndna7yQJJ6HpCKPNsPTrRYOvaR6KxqMfWbtlVVO/gWwuLCmlnBXh1BFenTufxXDt0LCdPDhHtZjzqbHrampXFF4fgTdsKErYfIIJWAjg/zwY9NiYnJ5vhfqPFAMfFNi57p7v9K1QsFgtaLeDDoGIICNB8oMshTJxd6HxId6vWSAY477ToYjiJkTzgmA93HwVYXV1dzD0WZYR8OJHZ47mxyCFwfsxxN5zIzhrIn7L8zFCnq1OnUyr3enwkB/m4Ew5N9aN3osSFtWfdurvQugVDQHD48GG5XM7hQ7nIC6VWanUxQ6fljwygc+7dPfqSJw+5QOGgN+E/SrAc94xz1rDMo4w/z7tCLSa21Irg5GnCHD49Gl3ogCWPjzgiCOKzz/6GfC6HfsrXp7GRKsvhoEJP5VAo5J999jd3dpJPO+Q2siZNZS4I5okMeHyK2PS0taAgX6HgMg5A4aD3KyslJSVyuZzb5BWNsoKCfOZRxocnSaLH7oiqfp2EA7kiZg6QZf+ud+p0KIZSq4u99P4oWcnNVXKiWGgzkFye6f0D2gmuBxV67q3ciye1oydJctW26EL9waOpYfSMZrPZjBbbOHzqsTdNyhODu2dyQS9HGYfRNtkBmJ96LGC4kSuColisPUW0rb0dDSTvtQpx8OBBThQLRXz+9U5yUDlvwwrxRXorjabEm0ZGu50KCws4UaxidbH3/YFzGUBZoDdzwuTdZ9lU8u6r1Wqfhhgqv+SkbdFh/D6Nso8+0rNvLZoDVCjk/+t/nfS+YQUGZ3JFEMSpU0PoBmg0mlB7q8qqSvRZFRUVvs75Tk9bNZoSVJrBWkilLdMGGEmRPou1hOBoaytaOfdSq1DbqtXFcnlm7r5cNhWrU6dDWrV3b473/WF8fBwFECznWEdbW9GKr/cpy8WLF5CprK1i+nH3nQxG3ZXNykb0lAM/RhlpLQu+q1On02g0Is+rEFzKFUEQJpMJdfGsLEWIQpWm5ua8vH1yuTyQWprpaStKB1koFG5rb8/Pz5PL5dnZWQxrP95w8eKFrCyFXC7Pz88L9RIRqgRDLtUnbzU9bVWr1WxGA9Q826dZVoIgxsfHUY5VrC5mR1/JsNp7rUKQg0up3BvScqFOnc7vu+/atux0V7QugEa0fxpANm9OTnbo0qyaIzXkp4hzvYoKx3JFzCgB8qo5OdmVVZXB8gK1dbWokkehkJeXl/nqmFwZGfkUPR47RB20rb0d7fxQKOQaTYnHsnVvMJvNxcUqUmhD4WHJEZWVpfBv3+L0tLWpqSmkRpJX+eFyv/NssklRtU5OTnZI51rb2tuRSw2kYdFWXLS9KRQagO4+KgEPfNeq2WxWq9Uh7QmdOh3ZBwoK8gNxC06+q+ZITbAM7tTpZoaVPCtLEUgQICS4lyuExWJpnVnwlMszC4sKa+tq/RhdnTpdQ2NjsboY9SGFQl5YWMiwr94PO9FzJoMrrkdbW1UqFfruOTnZQd+sfurUEHr8IEoLgpLEdOp0lVWVaEQpFPLGxoYA9XVk5FPk+FCqHXRXRcoq7cnrPkHqq0Ihz8vbF/Tcpa29ncxXCgryAwyrL168kJ+fh6wtLCoMisQiC0l/2traGpToCkHtrtoybbBUFtmMIk401xIUDTCZTBUVFUhi0fgKpIWR+yLfrbq6CpIqEr7IFcJisZw4cWLfvn3obiHfXbS/qPxweUNjY1Nzs5ML69Tpmpqbm5qbKyoqVCoVKp9Fw1Iuz2xtbQ3RnTaZTNXVVWS/LywqrDlS48egampuRg8EQjbn5GQHawi5Mj1tHRwcQBNZ6LMOHjroh59ta2+vrKosLCpE3z0rSxHEEYWiFtSwWVmKg4cOBq6sVMeKxn+wHKvJZCosLETtmZurDIrENjQ2koFLdnZWELeCUkUrK0uhUqn8iAibmpu1ZVo0lYqu4AoVicVi6erqIj8lL29fZVWlf7rV1t5eW1dL9tgQ2Ww2mzs62snxhWzWlmkbGhuZ+3BTc3NDY6O2TIseZYn+PDs7q6OjPfAJIYHBL7kiMZvNJ06cKC8vQ26LHL1khyMvlEWh24x2TnR0tI+Pj7OQO5PiiixEXiA/P6+0tLS6phrpqNPV0NhYfrjcVVnLy8tGR0dZsHl62nrx4gVUOUI2Wl7evpISdUVFBa3NTc3N1TXVpaWl6GEQ6E+yshQFBfknTpwIkasiU22krBqNpqGx0XsxQHHMwUMH0X5w0kmFInwZHR3VaErIW1lQWFBZVelTHID8qUqlQs0b0sBlfHy8ubkZnS1JRoT5+XkHDx2sqKhAQaHTrdeWaVUqFXogJBn1q1QHzpz5JBR3nwqKsdBOMrIzoPgVmedOAJqam9FAI/Np1GMHBwdCavP0tHV0dLS1tRUtQ1BHGWrq3BlIw6gvy8vb19raSnvoNkDwVq6omEym0dHRwcGBri5ddXVVRUXFwYOagwc15eVl1dVVra2tJ0+ePH/+vMlk4mp612w2Dw4OIHEl3RbSV3RwKvoH6SDQP/Lz81pbW9lRKVcsFgs5rqgxAbKTtJkMEcigr6KiYnBwgIW4b3raOjLyKVJWNPtK+taSEnX54fKKiorautqm5ubautqKioryw+UlJer8/DzkCMi7oNGUjIx8GmrHigIslL6Qn65U7i3aX4SUgIwGqmuqKyoqSktLVSpVXt4+agQgl2fW1dUGce6agfHx8Z6ej1w7Leq3VD0jI8W8vH2NjQ3nz58PdWO6Qh1iM4bJqRZSL7K3oBdoNCUnTpxgP1OxWCzj4+ODgwONjQ2lpaXoTHfqdeDA/tLS0sbGhsHBgfHxcfZbNewIA7kKLywWi8lkOn/+/MmTJ3t7e1tbW6urq6qrq7q6dL29vadODY2OjnKorLRMT1tRTHDq1FBvby8KC1Ao0NvbOzg4gKIBroYTilh7ej4qLS1lyLPRz5HbLS0tRaEAJ451ZOTTxsYGVI5BDVNcrUUCjCIADpcoUKcdHR0dHj6D+i3i1Kmh4eEzJpOJV8snyNSTJ082NjaQwSt5VVRUNDY2kCEs18YCwQTkCggzkLiS7hVdyDdxqKnuMJvNyDDS1OHhM+Pj43zTAADgPyBXAAAAQBgAcgUAAACEASBXAAAAQBgAcgUAAACEASBXAAAAQBgAcgUAAACEASBXAAAAQBgAcgUAAACEASBXAAAAQBgAcgUAAACEASBXAAAAQBgAcgUAAACEASBXAAAAQBjw/wH/bWnRrUT5JwAAAABJRU5ErkJggg==" style="cursor: move;" /></a></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-no-proof: yes;"></span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%;">Fat
Tree</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"><span style="mso-list: Ignore;">vi)<span style="font: 7.0pt "Times New Roman";">
</span></span></span></b><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">3-stage
butterfly:</span></b></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify; text-indent: -0.5in;">
<br /></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;">The connection for the 3 stage
butterfly topology is shown below:</span></div>
<div class="MsoListParagraphCxSpMiddle" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoListParagraphCxSpLast" style="line-height: 150%; margin: 0in 0in 0.0001pt 0.75in; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-spacerun: yes;"> </span><span style="mso-no-proof: yes;"></span></span><img alt="" src="data:image/png;base64,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" /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: 0.0001pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%;"><span style="mso-tab-count: 4;"> </span></span><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif"; font-size: 10.0pt; line-height: 150%;"><span style="mso-spacerun: yes;">
</span>3-Stage Butterfly topology connection</span></b></div>
<div style="text-align: justify;">
</div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-76198487340623633632015-04-14T04:19:00.000-07:002015-04-14T04:19:07.022-07:00Computer Vision: Current Trends and Future Possibilities<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
<w:UseFELayout/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">Extracting some useful information from
images is considered as Computer Vision. These images can be of any form from Visual
to Infrared to X-rays in the whole electromagnetic spectrum. The basic idea is
to duplicate human visual perception in images to extract the same information.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">Some major applications of Computer vision
consists tasks including Object detection, Object tracking, segmentation, Image
inpainting and 3d modelling from images.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">A lot of research work is carried out all
over the globe in all of the above mentioned fields. So in this article we are
going to discuss some of the very interesting yet strange fields for new
comers.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<b style="mso-bidi-font-weight: normal;"><span lang="EN-IN" style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 11.0pt;">Image
Inpainting:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">Image inpainting is a process to recover
some useful information from deteriorated images or give some artistic look to
images by removing unwanted objects still maintaining smooth background. Such a
task is a daily part of human life as imagine a person at some distinct place
or removing a particular object from a scene but in computers, this is trivial. </span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<b><span lang="EN-IN">Method:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">First a binary map is created on the basis
of which part of the image is to be removed. Now that part of the image is
filled in a manner to minimize energy. This is often done using a very simple
operator called Laplacian operator. This is essentially second order derivative
of image. Second order derivatives are used because its direction is similar to
the direction of edges rather than perpendicular to it as in the case of first
order derivative. Thus we find to minimize this function as this would
perfectly reflect the second order derivative.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<b style="mso-bidi-font-weight: normal;"><span lang="EN-IN" style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 11.0pt;">Image
Segmentation:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">Segmentation is a process of <a href="http://www.siliconmentor.com/image-processing-projects/" target="_blank"><span style="color: red;">image processing</span></a> to segment out one or more objects from an image. The goal is to
find out a boundary of pixels that can perfectly differentiate between two
objects based on colour or shape or both. Applications for image segmentation
includes Object detection, Face detection and in medical imaging. Tumour
detection, Surgery planning and diagnosis of anatomical structures are some of
the major applications of segmentation in medical imaging.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<b style="mso-bidi-font-weight: normal;"><span lang="EN-IN" style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-size: 11.0pt;">Motion
Analysis:</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify; text-justify: inter-ideograph;">
<span lang="EN-IN">Motion analysis is in the simplest case to
find out a moving object from a sequence of images. This work can be extended
to find the direction of movement, velocity and displacement calculation and
object tracking. The basic idea is find out a static region (background) and a
moving region with substantial displacement. One very popular method for this
is finding the Optical flow. Motion analysis is extremely important in
Surveillance and video object tracking. Tracking with a moving camera increases
the complexity a lot due to the relative motion between camera and the object.
Tracking with multiple cameras with overlapping or non-overlapping regions are
current research issues in Object tracking.</span></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-36972557148346888362015-04-09T04:35:00.002-07:002015-04-09T04:36:19.816-07:00CNN Behavior Analysis: Visualizing the activations and first-layer weights<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
<o:OfficeDocumentSettings>
<o:RelyOnVML/>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]-->
<br />
<h3 class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b><span style="font-family: "Calibri","sans-serif"; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-theme-font: minor-bidi; mso-hansi-theme-font: minor-latin;">Layer Activations</span></b> </h3>
<h3 class="MsoNormal" style="line-height: 150%; text-align: justify;">
</h3>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
The most
straight-forward visualization technique is to show the activations of the
network during the forward pass. For ReLU networks, the activations usually
start out looking relatively blobby and dense, but as the training progresses
the activations usually become more sparse and localized. One dangerous pitfall
that can be easily noticed with this visualization is that some activation maps
may be all zero for many different inputs, which can indicate <i><span style="font-family: "Calibri","sans-serif"; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-theme-font: minor-bidi; mso-hansi-theme-font: minor-latin;">dead</span></i> filters, and can be a symptom
of high learning rates.</div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b><span style="font-family: "Calibri","sans-serif"; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-theme-font: minor-bidi; mso-hansi-theme-font: minor-latin;">Convolutional/FC Filters</span></b></h3>
<h3 class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b><span style="font-family: "Calibri","sans-serif"; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-theme-font: minor-bidi; mso-hansi-theme-font: minor-latin;"> </span></b></h3>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
The
second common strategy is to visualize the weights. These are usually most
interpretable on the first CONV layer which is looking directly at the raw
pixel data, but it is possible to also show the filter weights deeper in the
network. The weights are useful to visualize because well-trained networks
usually display nice and smooth filters without any noisy patterns. Noisy
patterns can be an indicator of a network that hasn't been trained for long
enough, or possibly a very low regularization strength that may have led to over
fitting.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 150%; text-align: left;">
<b style="mso-bidi-font-weight: normal;">Back propagation </b></h3>
<h3 class="MsoNormal" style="line-height: 150%; text-align: left;">
<b style="mso-bidi-font-weight: normal;"> </b></h3>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
Primary reason
we are interested in this problem is that in the specific case of <a href="http://www.siliconmentor.com/neural-networks/" target="_blank"><span style="color: red;">Neural Networks</span></a>, <span class="mi"><i><span style="font-family: "MathJax_Math","serif"; font-size: 14.0pt; line-height: 150%;">f</span></i></span> will correspond to the
loss function ( <span class="mi"><i><span style="font-family: "MathJax_Math","serif"; font-size: 14.0pt; line-height: 150%;">L</span></i></span> ) and the inputs <span class="mi"><i><span style="font-family: "MathJax_Math","serif"; font-size: 14.0pt; line-height: 150%;">x</span></i></span>
will consist of the training data and the neural network weights. Training data
is given and fixed so it is a constant factor in the equation. So here we are
left with two variables which are weights and biases of each layer. In back
propagation Convolutional Neural Network compute the gradient at every layer according to the loss
function at output and these calculated new weights are then updated to
converse the network for the final solution. <span style="font-family: "Times New Roman","serif"; font-size: 12.0pt; line-height: 150%; mso-fareast-font-family: "Times New Roman";"></span></div>
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--></div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-450054041963645462015-04-03T05:22:00.001-07:002015-04-03T05:22:48.851-07:00An Introduction to CNN: Carrying the Machine learning on its shoulders<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">Traditional neural network layers use a matrix
multiplication to describe the interaction between each input unit and each
output unit. This means every output unit interacts with every input unit.
Convolutional networks, however, typically have sparse interactions. This is accomplished
by making the kernel smaller than the input and using it for the whole image.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">Parameter sharing
concept is used in CNN. It refers to using the same parameter for more than one
function (input values) in a model. In a convolutional neural net, each member
of the kernel is used at every position of the input. The parameter sharing
used by the convolution operation means that rather than learning a separate
set of parameters for every location, we learn only one set. This is also
called as sparse connectivity.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhlVUeV1IEqEd-uxhLBcUAhwtnRaRxVutJqAfagEQDfKP6th60v4gCNwMt-bD9v-EpdXIfQkWaaImrxPuVL84croH0lc8wMqe2h_4VgvWX2p30lzUNCaxpRQmYj6HiH2YRsrf55eGSi5cgE/s1600/cnn.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="convolutional neural network" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhlVUeV1IEqEd-uxhLBcUAhwtnRaRxVutJqAfagEQDfKP6th60v4gCNwMt-bD9v-EpdXIfQkWaaImrxPuVL84croH0lc8wMqe2h_4VgvWX2p30lzUNCaxpRQmYj6HiH2YRsrf55eGSi5cgE/s1600/cnn.jpg" height="219" title="CNN" width="320" /></a></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">If the function that a layer needs to learn is
indeed a local, translation invariant function, then the layer will be
dramatically more efficient if it uses convolution rather than matrix
multiplication. If the necessary function does not have these properties, then
using a convolutional layer will cause the model to have high training error.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">Pooling</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">First stage, the layer performs several convolutions
in parallel to produce a set of presynaptic activations. In the second stage, each
presynaptic activation is run through a nonlinear activation function, such as
the rectified linear activation function. This stage is sometimes called the detector
stage. In the third stage, we use a pooling function. A pooling function
replaces the output of the net at a certain location with a summary statistic
of the nearby outputs. For example, the max pooling operation reports the
maximum output within a rectangular neighborhood. Pooling helps to make the
representation becomes inva<a href="https://www.blogger.com/null" name="_GoBack"></a>riant to small translations of
the input.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">Zero-padding</span></b></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">Zero-padding
setting is when just enough zero-padding is added to keep the size of the
output equal to the size of the input. It calls same convolution, full
convolution, in which enough zeroes are added for every pixel to be visited k
times in each direction.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-size: 12.0pt; line-height: 150%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman";">The CNN behavior analysis will be explained in
the further articles from the R&D team at <a href="http://www.siliconmentor.com/" target="_blank"><span style="color: red;">SiliconMentor</span></a> working in Computer
Vision, Biomedical Signal Analysis, VLSI and their associated domains.</span></b></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-37542472252296590072015-03-29T05:17:00.000-07:002015-03-29T23:07:14.804-07:00Hardware Implementation of Image Processing Algorithms<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--></div>
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
</div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">Digital image processing is done
to improve the quality of images. The images are processed and enhanced in
order to obtain the required information from it. It is an ever expanding field
with a number of applications in medicine, space, art, meteorology, etc. Hardware
implementation of digital image processing techniques is very commonly done
using Verilog-HDL or VHDL gives a logical explanation of any circuit which can
be further developed and tested. The main advantage of using HDLs is that any
logical input can be simulated on FPGA (Hardware implementation).Application
specific hardware implementation offers much greater speed than a software
implementation.</span></div>
<div class="MsoNormal" style="line-height: 150%; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">Advancements
in VLSI technology have made this hardware implementation an attractive,
feasible and less time consuming task to undergo. <span style="mso-spacerun: yes;"> </span>FPGA is one of the best technologies available
for hardware design </span><span style="font-family: "Times New Roman","serif"; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin;"><span style="mso-spacerun: yes;"> </span>because their structure is able to exploit
spatial and temporal parallelism</span><span style="font-family: "Times New Roman","serif";">
.FPGAs are ideal in many embedded systems applications because of their small
size, low power consumption ,a number of input-output<span style="mso-spacerun: yes;"> </span>ports and logic blocks. Also FPGAs are
reprogrammable chips, hence are very versatile to be used.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="font-family: "Times New Roman","serif";">Algorithms
can be implemented in Verilog HDL using Xilinx ISE, MATLAB and MODEL SIM. <a href="http://siliconmentor.blogspot.in/2015/03/hardware-implementation-of-cryptographytechnique.html" target="_blank"><span style="color: red;">Hardware implementation</span></a> of
Verilog codes provides us with the ability to verify the logical codes
simulated using software. Hardware implementation helps in the co-simulation of
the already simulated logic. It helps the designer to reformulate the
algorithm.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">It
provides us an overlook of the way the respective logical circuit will work
when brought to real life applications. Also, an idea of the market need of the
circuit and how it will actually work, is provided by hardware implementation.
The use of reconfigurable hardware to implement algorithms for <span style="color: red;"><a href="http://www.siliconmentor.com/image-processing-projects/" target="_blank"><span style="color: red;">image processing</span></a></span>
minimizes the time-to-market cost, provides prototyping and debugging.</span></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%; margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">Therefore,
the reconfigurable devices like FPGA seem to be the ideal choice for
implementation of image processing algorithms. <b style="mso-bidi-font-weight: normal;">SiliconMentor</b> is a team with expertise in the fields both software
implementation and hardware prototyping. The team focuses to provide a shared
platform for the researchers and innovators by providing guidance in the
specified areas. </span></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-60538167240756417312015-03-27T03:04:00.000-07:002015-03-27T03:04:06.646-07:00Importance of Research Paper Publication in Your PhD Research<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
text-align:justify;
line-height:11.45pt;
mso-line-height-rule:exactly;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div style="background: white; line-height: 15.6pt; margin-bottom: 8.25pt; margin-left: 0in; margin-right: 0in; margin-top: 8.25pt; text-align: justify;">
<span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">On
internet you can find a million of research papers on different topics of the
world. The topics can be related to different research areas such as
Engineering, Science, arts or any other topic which can contribute in the
advancement of the world in respective areas. Whenever a student enters in
Second year or third year of their bachelor education, their mentors start to
suggest them to publish their work. In the same scenario Master and PhD level
students also publish research papers. Therefore the question arise why should
we publish our research? This article is focused on importance of research
paper publication in PhD and concludes pint wise the importance of research
paper publication in PhD. PhD students usually begin their course to earn title
‘Dr’ in front of their name but after some time they realize that to earn a PhD
degree they all need to publish more and more high quality research papers at
national as well as international level.</span></div>
<h3 style="background: none repeat scroll 0% 0% white; line-height: 15.6pt; margin: 8.25pt 0in; text-align: justify;">
<span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">This Research publication during PhD
helps them in following ways:</span></h3>
<br />
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">Research paper publication is important if somebody wants to
remain in academia after completion of the PhD.</span></li>
</ul>
<br />
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">Every university has their unique procedure to award PhD to
their students. The usual process is to submit thesis but in some of the
universities PhD students can submit few good quality published research papers
instead of <a href="http://www.siliconmentor.com/phd-thesis/" target="_blank"><span style="color: red;">PhD thesis</span></a>.</span></li>
</ul>
<br />
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">The high quality research papers during PhD helps recruiters to
select the best PhD scholars for future academic or researcher position.</span></li>
</ul>
<br />
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">A high quality research paper helps PhD scholars to stand out
from the group of ordinary researchers. </span></li>
</ul>
<br />
<div style="background: white; line-height: 15.6pt; margin-bottom: 8.25pt; margin-left: 0in; margin-right: 0in; margin-top: 8.25pt; text-align: justify;">
<span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">The
importance of research paper publication can also be understood using an
example. Let us suppose an academic or industrial organization want to test or
measure the researcher reputation in national as well as international level
for hiring or funding purpose. </span></div>
<h3 style="background: none repeat scroll 0% 0% white; line-height: 15.6pt; margin: 8.25pt 0in; text-align: justify;">
<span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">In that case the organization may pursue the
following procedure.</span></h3>
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">The number of research papers and the quality.</span></li>
</ul>
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">The impact of research in terms of number of citations.</span></li>
</ul>
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">National and international level research papers.</span></li>
</ul>
<ul style="text-align: left;">
<li><span style="color: #333333; font-family: Symbol; font-size: 10.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">National and international level research funding received.</span></li>
</ul>
<div style="background: white; line-height: 15.6pt; margin-bottom: 8.25pt; margin-left: 0in; margin-right: 0in; margin-top: 8.25pt; text-align: justify;">
<span style="color: #333333; font-family: "Verdana","sans-serif"; font-size: 10.0pt;">There
are many more factors for which a PhD scholar should publish a research paper anybody
can explore it at Silicon Mentor. </span></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-88342844928796425922015-03-23T01:12:00.000-07:002015-03-23T01:12:16.620-07:00Hardware Implementation of Cryptography techniques<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
</style>
<![endif]-->
</div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">When Julius Caesar sent
information to his generals, he never believed his messengers. So he interchanges
every A with a D, every B with an E, and so on through the alphabet in his
message. Only authenticated person who knew the key could decipher his
messages. By doing this only authenticated person could understand his message.
This is somewhat called cryptography.</span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";">Cryptography</span></b><span style="font-family: "Times New Roman","serif";">: - Cryptography is a<span style="color: black;"> science and study of secret writing</span>. It<span style="color: black; mso-themecolor: text1;"> is a method in which data is stored
and transmitted in a specific form so that only those for whom it is proposed
can read and practice it. Following figure shows it in simple way.</span></span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; tab-stops: 153.75pt; text-align: justify;">
<span style="font-family: "Times New Roman","serif";"><span style="mso-tab-count: 1;"> </span></span><img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAaQAAAB4CAIAAAAypRGCAAAgAElEQVR4nOx9Z3RUVff3gCC9w0PvTQURRZBiARQBQUGRJgKCSBWSgBACJEFCQnojfdIT0nudnqnphfTeC0kmvdc574e9ctblTskk6PN/13rYH7JyZ+7cu88uv3POPvvsQ0Fv6S29pbf0P0CU/2sG3tJbektv6b9Bb8HuLb2lt/Q/QW/B7i29pbf0P0Fvwe4tvaW39D9Bb8HuLb2lt/Q/QW/B7i29pbf0P0EywE4ikUgkksHBwcHBQckQES9Jn0skksbGxs7OTuLPFTxB8ZOlL2W+VPnLkb7ozVklcivvCUqqZ0SsKvNeBcKU95Oenh6xWKzYPEYq1dGxKv3bYZ8s74HD8ka8hIZ3dnZmZWXZ2dn99ttvO3fuXLNmzfLly99///3Dhw8bGRllZmZK278CZuR9q+BSycZKX5L0Qnpgc3NzW1sbSb8j5W0UUlWmscPeTPzwXwc7eIeWltbBgwe9vb3r6+ulHyXdcgVPlr6UfqmCJ0hfjvRFb86q5HXdSIsLqKWlpbS0ND8/v7CwsLm5GcTV0tJSWVlZWVnZ0tJClKQyrCp4rzz2hm0sQigrK+vbb7+9c+dOYmKiTFMh/eTfY1X6t8M+Wd4Dh+VtkOA/VVVVVCr1+++/nzJlCmWIJkyYsHLlyg8//HDTpk2rVq1aunTppUuXUlNTib2UAmbkfavgUsnGSl+S9II/B1YNDAy+/vprb2/vuro6mcod6YuGlaryjR32Zunm/ItgBz+5cePG1q1bz507t3//flVV1YiIiIaGBpnvG/bJ0pfSLyU9QfotJFmM6EUkrYyCVZJu8P/AW2trq4+Pz8WLF3ft2rVhw4Y1a9YsW7Zsy5YtFy9evHbt2oULF65evXrp0qVff/31+vXrdnZ2hYWFykhP2iYUSEz5xiKEkpKS3nvvvVOnTh0+fPjkyZPm5uZZWVl9fX0y9aukVJVnVZ4JSQik4Mny2j4sb1hZlpaWH330Eca4hQsXXrhwwd3dPT4+vrS0tLa29tWrV/n5+dHR0SoqKnv27Hn+/Hl3dzc2QnnMyPtWwaWSjZW+JNkq/hzaqKqqum3btvPnzx84cEBFRSUsLIw4kJcnfAUvUsCqNOfDOq/iZko3RwH9M2B39erV69evd3V18fl8FRWVjz/+eP369T/++KOtrW1iYmJ1dXVbW1tPT48CCeJ2KvAWBc1obGx89epVQUFBYmJia2urRBZh70VSqKFASQqEoPgJ0i9tamqyt7fftm3bu+++SyHQokWLjh49amdnFxsbm5+fX1ZWVlpampOTw2AwtLS0jh49eu/eveLiYqKIZLIq/V6ZnJM0qLixCKGXL19u3bo1PT29qqrK0dHx0KFD69ev37p16507d8LCwgoKCpqbmzs7OxUrCEn5CcmcFPywo6NDLBZXVlYmJycXFBSQDF1aCPiH8tqlWOP4CfHx8fv27cNq+vTTTy0sLEpLSwcGBuSxmpmZefv27T/++KOiogK9jsuk9yr2YZmXw2pc3iXJVknNVFVVvX79emdnp0gkun379ieffLJ+/foffvjBysoqISEBnLe3t1eBWhWIGl8igpuTqLGxsba2Nj8/Pzk5ubm5WVq5CqxFSRMCGj3YEX/y6NGjo0eP4suSkhJLS8uff/55yZIl77zzzrp16/bs2XPkyJGrV68+fvzYxsbG39+fy+Xm5OTU1dUpkKM86u7urq2tffnyZUhIiJmZ2blz53bu3Llly5alS5eeOnVKwVQaIdTe3l5WVtbV1YWUmxsqEIL0JUlDEsIYgcfj7d69m/I67d2719bWtrKyUkFjS0pKHjx4sHv3bi8vL/hESdOXx7lEvvMQP8cMlJeXb9myJSoqCi77+vrodLqqquqOHTsmTJgwY8aM7du379+//5dffrlz546RkZGrq2tUVFRiYmJJSUlra+tIlSuRSFpaWoqKirhcrpub271797799ttt27a9//77q1ev9vb2xjrFPyE5VWtra1lZWU9Pj4K2K9A4PNPb23vJkiWgpqVLlxoZGTU1NSngmciPvb39L7/8UlJSgl63McX6GvZyWI3Lu5QGOyK3+vr6hw4dwgheXl4Ozrt06dKxY8euXbt27969R44cuXLlira2trW1tZ+fH5fLzc7OHp3z9vT0gPMGBwebm5tj5124cOHJkydramoQwWexeIn6RQg1NTWVl5f39/cTGzvsq0cJdgih9vb2pqYmkNGLFy927tzZ2NiIXsfv/Pz8gICAP//8c+fOnStXrpw2bRpYz/jx42fOnLlo0aJ169Zt2bJl7969J06cuHHjhqamprGxsZ2dncMQ2dvbm5qaPnr06OrVq7/88sv333+/e/fuTz/9dPXq1bNmzYKnvfPOO59//vnkyZP37dsHwkIIdXZ21tTUwHBSMtT51NTUiESiqKio8vJy9HpU4l8CO2DG0dFx9uzZRJhbv369k5PTsIE5/FVYWNhHH330+PFjoo4Um/6bgN3g4GBTU1NHRwe8bt++fcbGxiQ7aWpqEolEZmZmR48e3bhx44IFC8aMGQOtmzJlyrx585YvX75x48adO3ceOnTot99+++uvv54+ffr8+XOsWSqVam1traurq6amdvHixZ9//vnbb7/9/PPPN27cuHDhQjz+XbVq1ebNmydPnuzu7t7X14fF0tbWVlNTA5+ATQ4MDFRWVgoEgqioqFevXiE5E38F8oEn29jYTJ48Gd7+5ZdfJiUlEXWUn58fFhbm5eVFp9MB0RDBIeHSwcHh999/B3yU+d7/Q7BDCHV0dGDnDQkJ+eCDD2pra0n6LSgoCAwMVFFR2blz56pVq6ZPn05y3rVr127ZsmXPnj3gvI8ePTI2Nra1taVSqVjFZmZmDx8+vHr16q+//vr999/v3bt369atJOfdsWPH7Nmzd+/eDV5JFGNra2tNTc3AwADmvL+/v6ysjMfj0Wg0DDj/OthlZWXt3r37zJkzgYGBjo6O7733XlpaGtFjic/s7u5ubm6uqqpKTEz09va2srLS1NT8/fffDx069Omnn65YsWLevHlTp0595513KApp7NixkyZNmjt37urVq3fs2HHmzBkTE5PMzMzc3Nz333/f398fLL6qqio2NpZOp1dXVwMDsJTGYrHodDqNRktPTwdNK27sG4IdvNrW1nbChAnEVhw7diw/Px87j0w9kaSNEIqJiVmxYsXjx48lBPo3wA5eZ2BgsG3bNh0dnYSEhP3791++fJloHkSe+/v7Ozo66uvrCwoKoqKinJycDAwM1NTUTpw48dVXX33wwQeLFy+eOXMmSQgyafz48TNmzFi8ePHGjRsPHDigqqoaGBjY0dHx4MGDL774Ar+xr6+voqJCIBAwmUw8kG9vb09PT2cymaDi7OxsyVAnNyKwc3FxmThxIvBz4sSJqqoq/N7k5GQNDY0jR45s27YN3HXhwoX379+He0j60tDQMDMzw0L7/wrsCgsLv/zyyzNnzoSGhrq4uCxZsiQjI0OmcrHz1tTUJCUl+fr6WllZaWlpXbp0CZx35cqVSjrvmDFjJk+ePG/evFWrVm3fvv306dOGhobZ2dn5+fnr16/39fXFgkII9fb2lpaW8vl8NpuNx9Stra2pqakMBoNOpzMYDAhnk9xNAY0e7Lq6urZu3QrNmD9//pQpU2CmQ5SpMhz09fWJxeKcnBwejxcQEODg4GBsbPz06dNHjx49ePDg6dOn5ubmVCrV29s7JCSEzWbHx8fn5uaKxeL+/n78kKdPn3788cdtbW0dHR3p6ekMBoPBYNBotJcvX/b399fX18fFxdFoNAaDwWKxmExmTEwMzLAUN/ZNwA4Y8/DwwONZoJs3b+LJHb6tq6uLTqebm5vr6+vT6XSiLuDJcPnixYupU6f6+flJc/4Pgh1ozcPDAxiePn36tGnTvvvuO6xT4s3D6rejo6O8vDwpKSkqKurFixfPnz83NDTU1dV99OjR48eP9fX1rays3Nzc/P39o6Oj+Xx+WlpaWVkZHlQihOrr699//31LS0u4bGlpSUlJARXT6fSsrKyBgYGamhqhUEij0ZhMJuAdn8/HwQolwQ4hJBAI5s2bBw3/6aefYOwAD7G2tj516pSLi0tVVVVNTU1ERMTBgwfhzo8//pjFYuE7QSxVVVVnzpyBXk36vf+3YNfd3Y2dd968eZMmTaLRaEhqPj4s9ff3NzQ05OTkcLncgIAAKpVqYmJCdF5TU1NHR0cvL6/Q0FAmkxkXF5eXl1dfX090XkNDw82bNxPXghsbG5OSkgDR6HR6Xl4ejNn5fD5RxXFxcRCs+NfBDiF069Ytohvb29uj1wftEomkq6uLGNAdHBzs6uqSSCQNDQ1dXV3yFvVGRGKxeMuWLdevX6+vrxcKhSAjFovFYrE4HE5KSkpMTAydTgcZAdhJT0D+WbAD0XM4HDxcB7p9+zY0mWhV/v7+n3zyydixY+GeWbNmHTt2LCcnB0uMiHe//PLL8uXLwTIUm/4bgl1WVhYOWoE/4/wYme0lymRYlSlYrZImKpX6n//8p6SkZGBgoLi4GKYwoEoWixUTE5OcnAxjdqxfJpPJYDBglQBJRTllCgQh1NjY+MUXX0B7t23bhn/e1dX14MGD69evl5WVERnr6OgwMjKCzmzmzJmenp7YouAfmKSj///ADiGkoaFBtExra2vcruzs7MLCwry8PH9//87OTpjzZmVlcbncpKQkkUjk6emZm5tL7JBGQZKhGPrGjRtVVVWxqAsKCrhcLtYmg8Hg8XigYgaDQVQxm83GYSvJvwd28Ggul4sH/BQK5c8//xwkrDx6eHiUlJTY2NgwGIz8/PyCggKhUOjt7e3p6cnlch0dHWEtD2IuMr2F5EgymUEIhYaGTpkyxcrKis/ngziwJwCuEQUEn9Pp9KSkpPb29o6ODgWNHTXYIYTKysref/99oj2dPn0akhLwPX19fY8ePaJQKIsWLTp9+rSVlVVQUJCZmdkHH3ywZMmSgIAAkAN+OEIoOTl5xowZOjo66F8Gu4GBgdOnT2Pm586dGxcXR1KKYtuCB5aUlCQmJjY0NJSUlERGRiYlJbFYLCqV6uvrC5CngFWEUH9//9dff/3jjz/W1NSkpKTQ6XSsUKxi4pgdKxrG9eCr0oZEeim8y8zMDBo7ZcoUNpsNrejs7Lxz587Dhw9x/JfU/ICAAAjITps2Dc/F4Nu8vLwrV65AOOz/N7Dj8/mTJk3C+j1//jxW3IsXL+7evRsaGnr79u0nT578/fff+vr6JiYmNjY2EEP39/dnMpnt7e0yX0RCEmmZ478IoYiIiHnz5kVGRiKEIPqEtYn1C9rEysV/6XR6dnZ2e3s73tGgmEYAdlhM+P/+/v7vvvsOy+v999/HYc66urqbN296e3v/9ddfKioqEL+0srJ6/vy5m5ubtbV1QECAj48PRAqkEYToLcSXkniDr+7evTt37tzg4GAul0sCNSIRR3YsFisuLk4kEiUmJsJQa1j/J12SDEgaKX7//Xci0r333nulpaVE6XV3d1+/fp1CoVy5cgWH8IByc3MXLVo0bdo0JycnUvMRQkeOHNm8eTNO5pJn+vI4V+w82AYQQpGRkcTOzNDQEHOI9QKhg56eHqFQmJmZKRaL+Xw+i8UqKSmJj48fGBiwsLDw8fF5/vy5paVlWlpaeHi4s7OzqamptbV1e3s7Gg7siouLZ86cqaamlpSUBFNXrEF5msWXiYmJIpEoNTWVFJ+VFghY7Lp166Cl169fxy3V09NTV1eXNhLsrgghDw8PENTixYshci0Z6sw0NDTCw8Ol3er/Cuxwu7q6un766Ses3LVr12LnZTAYampqZmZmRkZGZ86cMTIyMjY25vF4MTExXC43NDTU09MzJydH5vILCUwUcA7MqKioLFiwID4+Pj8/nzg0ISqXqHGiijkcTlJSEo/Hy8jIkPxTIzv4vL+/v6KiAiccggHRaDRi1lhYWBh8297e7u7u/uDBgwcPHmhra1tYWHh5ebHZ7MTExMTExOzs7Ojo6JSUFOgcSC+FJ+CZTkdHR3d3N8nIsOY6Ojo+//zzvXv3stnsmJgYZcAOiM1m02g0NptNnJ1Ja2V0YBcVFUWMx48dOxZgCxvEwMDA5cuXx48fb2VlRbIM+F9LS4tCoUydOjUoKIjIHrjWvHnzBAIB+ufADl7a29tbXl4OAgFfPXLkCG7F/v37YeaSnp7u7e0dFxfn7e1tbW2dkJAQEhJCo9ECAwPZbLauru7169cNDQ09PDwkEomurq6joyP0cIWFhaampgYGBs7OzmBIillFCHl7e8+cOdPY2FgkEkmbvjywA/2CirlcLmyHIrklCexsbW3xGDYrKwskEB0dfeHCBdKqn0zR3bx5E35+/PhxYg4AlUo1NTXFnvV/CHbYrcrKyiBqzGAwiAkSkNaDEEpLS4Pl5tTUVB6PFxcXV1VV1dra2tHR0dfX19vbC8FQhF6LxmDHr6+vb2hoaGxshEE9pKdIcw7MwPosl8slTlGVATus4ujoaKFQqMzgbniwgw+bmppevnxJo9GSkpK6urpqa2vT0tJevXo1ODh45swZ7A8nT56E+wcGBrKysthsdnp6en19fWlpqVgsHhgYkMZ+JBXB6ezszMzMLCkpqa6ufvnyJZfLJS0VEXkrLS2dOXPmtWvXRCIRm81WEuwgpgN/IV9X2ogV+6E8sEMI9fb2EieAFApl165dYF7Q/MHBQVVV1cmTJ7u4uJBkjq0nLCwMepE1a9YUFRURDaumpmbGjBlPnz5FBA8cNdhJhjobsVickpICs7/u7u6ampqCgoKAgICZM2dCKyZPniwUChFCnp6ekHL16NEjNze3vLw8Kyurmpqa4ODgwMDA+/fv+/v7q6qqampqws2QUsDj8VxdXb29vePj4yG1UDGrIBk1NbVly5YFBATgYbuSYMcaCvEwmUxippG0ZhFCfX1933//PTTz3LlzkqFw0rVr12A+K1NuRFaLi4tXrVpFoVAmTJjA4/HQENgJhcIHDx7AGFba4f87YCcZWpWura1NSkqKjo7Oysrq6emprq4mzsxOnToF6wbYSuWhRklJCayEpqSkVFZWFhUVvXr1KjMzMzY21s7OLiQkRCgUenl5mZqa0ul0PACUBrvCwsI1a9ZcuHABZgNEOFMG7IiODJlGikkR2MHfsrKyly9fxsTEREdHQ1AwNjYWAJXP55eXl3t7e8+dOxf3iunp6VjTQAMDA6Bs4ifgSC0tLQUFBdHR0RDKSUhI8PT0dHR0NDIyioiIiIqKevz4MZVKjY2NlQd2fD5/4sSJurq6cXFxMkdw8sAOCIJ3xGkOSSujALvCwkK8okehUMaMGQPRX2x2JiYmFArFwsKCKHCSaQqFwjlz5sATbt26he8E6e3cufPo0aPQZ74J2MHTSkpK0tLSYBwEs4P4+HgQTmJiInE+fvXqVYRQSEiItbW1k5OTqqqqk5OTSCSKiIhwcnIyMDBgMpnBwcF5eXmlpaXx8fESiUQsFuPOjJhjPCyrcNt33323adOmmJgYDoczUrCDfwC+wXWJgiIKITs7e+nSpdBGSGAC07p27Zr0FFgeq3/88Qc84a+//sLNFIvFN27cwGj73wc7hFBfX19BQUFqaiqeJ4KK+Xy+i4sLdt5Zs2aRtj+Xlpa6uLiEhYV1dHRUVlY2NDQkJCRwOJzHjx/r6ekJhUItLS03N7fHjx8bGhoaGho6Ojr+/fffLi4uZmZmJiYm2traISEhOC9HGuw4HM7UqVOfPXsmEAhGB3ZA0dHRONNoNGAHv6ytrWUwGNHR0cRBJjFYyGQy+Xz+5cuXsT+oqKhga0YINTY2enh42NvbZ2ZmZmdnp6SkJCYmurq62traqqmpBQQEmJubW1lZ3blzR1NT08jIyMXFhUqlWlpauri4GBkZaWpqQqxHGozgLZ6ennPmzLG3txcKhaMAOwaDweVyidEHklZGAXahoaHEYd3ChQuxrSOEuFzu+PHjDxw4gMPzMjGIx+PhPOSFCxfCOiBW5927d9euXQtm9CZgJ5FIKisraTQaScWwos1kMgUCgb+/P4xZKBTK7NmzYZ3OyckpODg4Pj4+JiYG1gEqKiqqq6v7+/shBZRoA9jWiTCnDNj19vZ+9tln33zzjVAoxMP2kYIdpKHgmaxMsPP09IQGrlixoqCgAPgEa0SyeiNpzhFCVCoV0qp37dpFTK24fPkynpr898FOIpEUFxdHRUXBYAUkAykdLBZLJBJB4Bjo5s2bWF8IIW9vbzabLRaLIyIiPDw8zMzMPD097ezsPDw8dHV1zczMHBwc9PX1Hz165O7uHhQUFB8fHxoa6u3tTafTbW1to6Oji4qKIPQhzTlCyMfHZ9y4cY6Ojm8IdnQ6XSgU4sn1aMBOIpFkZmaCUEhIQWSFx+OFhoZ++OGH2DMh5DE4lLgEXaVIJPLw8HBycrKxsYG8Yn9/fxsbGwMDg+fPn+vo6Njb20MaQWZmJvTGAoGAy+VWVFTgrT9EfQO3JiYmK1eu9PLy4vF4owO7mJgYHD+StqcRgR2wpKOjQwS7o0eP4q86Ojq++eabsWPHwlhVHgYhhCIjI3ES/zvvvOPm5kYEO3d394kTJ0KNjVGDHUJoYGAgLS0N5y6RNAuXIpHo/v37OGUU/AE/QR4p4EF5sBOLxR999NGpU6eIPdkowI7L5eLILEmzCKH+/v4bN25A606cOIFzgy5evIgtmaQgac4RQmw2G5Ypli5dStxbdvv2bTyx/S+DHUKor68vOTmZiHREQfH5/IiIiI8//hgP7qDJkqE+ID4+vqCg4Pnz587Ozubm5jExMWw2m8vlcjgcHo/n5eWVkJAQExOTkpLS0tLS3d3d19cnnVdEkjnmzdbWdtKkST4+Pnw+Xya8KA92AoFg2LCdomksQqihoYHH40nnc5BYEYlET58+HT9+PGlwhxDKz893c3Pj8Xju7u4vXrxwcnJis9mpqalcLreoqKiwsDAhISE9PV0sFufn53d2dg7KiRRI6xs+19TU/OCDD0JCQiCmMyKwYzAYHA6nqqpK8jq9IdidPXuWCHbEJQg2mz127NiDBw9K5Cf3S4ZWIfDuKwqFoqGhgQjjIzabTaFQIP1Ynq0PC3ZAdXV1MTExJBUTxQVZitu3bwdO5s+f//LlS2wqSKqTGJYH5cGuoqJiw4YN165dwz3/SMGOyWRyudza2lpS24lvaWxsxBm2eMW5oqLi0qVLsDShJNhlZmZCWuXs2bNzc3OxfB4/fgypFYqFMOzlsGKU+ZPBwcGqqioOh0PK58B/Y2Nj9fT08HoaRCqAKisrfX19w8PDIShRVlbW3t7e3t7e3d0tsxoCFgW+JLGK/4EbDAwMFixYEBQUxOPxRgd2zKEEcnlllog0DNi1tbUNC3ZMJhPwHpeIwJN/eFR2dnZUVFR9fX1LS0t9ff3g4CDs4JXJEJYXyZjkgd2dO3e2bNlCp9NhKXakYMfj8Yi5b9L2NFKw6+/v37NnDwapqVOnxsfH49YZGxtTKBQGgyHdQGIbEUKWlpZExDx79iw8YXBovEwZii7Js3VlwA4h1NTUBJ4gD+xYLJZQKDQ3N586dSow8/vvvw8OhcCk5aYk2GEtSxsehqHy8vIPP/zw/v37OIA9UrBjMBgikQgvCEqkHA8hVFZWtmzZMgqFMmnSJJxOQKfTtbW1SRknisGutLR04cKFFApl5syZKSkpuHW6urrwWGkh/NtgB2qqra1ls9nywI7D4XA4HLwbZPbs2XjagRDq6upSvNtfJpzJY5UEdtra2uvXrw8PD+dyuW8CdomJiQpK0WCSC3YIoe7ubtiJJo0U0nYmEAg8PDxwzv3x48fl7Y7Az0eyEE2et0gLEZ6goaHx2Wefgc5GCnZAsH9WphErgAyZrCKE2traiLnE27dvx/tg+vr6jh49unPnTpyaoACDHj58SAS7w4cPY9tCQ2Dn4eGB3gzsOjs7YV+OtNyIl2w2m8/nX7x4EZiZMmUKk8lESoCdROFUF6ixsbGsrIzoUUSw27x5s7a29puAHYvFwkUBpB0PIZSZmQkZGDhxGiFka2sLO4KQ0mBXVFQ0f/58abDT0tLCm7H+y2AHBhkXFyediU0UFJ/P9/LyAsSnUCg///wzxL8kr/vpsKyOFOz09PQ2bNgQGRk5arBjsVgQiXqjkR1CqKKigrQWoQDsWCyWSCR69OgRbHt69913SQlio0YQefoGbvX19T/++OOoqKhRjOygW0hLS5NnxEqySpReXl7eggULMEjhGBBCqLq6etGiRXiiJPP58LSurq5jx44Rwe7gwYP4Vwih6OhoCoVCzNcfBdghhIqLi3E0RwHYsVgsLpcbGRn5ySefAD/79u2DEInkdUKvD9YAy3p7e3t7e8vKyiorK7u7u0tLS2tqatzd3W1tbXk8npWVlYmJSURERG5ubnp6emxsLA761NXVbdmy5fbt26OexrJYLBqNhvPmpB0PISQSiSBisGzZMrw68ffff+OBs5Jgl5ycDKCJI19A165dw9j33wQ7eGNeXl5UVJS0cklijI2N1dLSgmyn8ePH4yXpEbGqPNiBxKysrFasWBEWFjbqaSz8Hx0djRU3SrBrb2+Pj49XcmTHYrEgPwDnK+3cuZOUY/1vgJ2Li8vatWt9fX1HvUDB4/HeZDUWfpiZmRkcHGxoaHjixAliOvGff/6JBfvy5cu5c+eSAm0yMai8vHz16tUyR3ZAdnZ2FAqFuHl7dGDX0tIiEomGHdnBpVAotLGxgbS7d955h0qlotfH6X19fTU1Nb29vTk5OWKxuKSkJCkpycXFJSQkxNfX18HBQU9PLyUlxcHBgcfj2dvbi8ViQ0NDFRUVe3t7Y2NjbW3tu3fvPnv2DCu3u7t7165dZ8+efROwg5gOrvsgDXZ49Xz9+vV45//9+/dDQ0NHBHY+Pj6wjLNkyRL8nJqaGlItz/8a2Eg4rucAACAASURBVAFXDQ0NeBulAgThcDgxMTFHjx4FUWzduhXGSiNidaRg5+npOW/ePF9f3zdfoBCJRBCPGg3YgcGJxWI2m42hQTHYMZlMgUDg5+eHHZVU4uafBTuQF4PBWLJkiYODw+hSTyDHgliiZ0SsIoT6+/t1dHRwlhaJLly4AGmcIpEoPDx806ZNxARpeRjEYrGIqxMUCuXcuXNEHV2/fn3ixInEmlqjADt4V3V1NXMoM1Mx2LHZbKFQ+OeffwJLGzZswBW02tvbe3t7MzIynj17VlpaqqGhoaurGxAQoKen19zcHBYWpqOjA8VsqqurYf+jk5NTbW2tiYmJlpaWg4ODlZWVi4uLhYUFk8nEvCGEDh48uH//ftg+MWqwYw5VgpJ2PIQQlUqFFn366ad4GK4M2JEcB0vm66+/xiEkX19fTU1NvML7XwY7MNGysjLm0IxeAYLw+fzAwMC1a9dCK/T19aEJWFDEy38E7Gg02oIFC/6R1BMmkzlspdhh8uxaWlpGBHYsFkskEunr60PaxNKlS0tLS4kWQ3oLknVqwYjALjc3d8mSJUZGRrGxsSMFOzqdzuFwSktLcclTaSUpA3YHDhyQiXQUCmXq1KlQ7WvOnDlLlizZvHmzvFRvbJoIob/++ov0HLxfAiHU3d29bt26Tz75BPreNwQ7sVjMJJACsGMymRBbwSWXHz58iBCqrKx0cHDw8PBwdHS8d++eo6Ojo6Ojmpra/fv39fT04uLijIyMnJ2dfX19o6KiUlJScnNzMzIyIiMjPT09i4qKysvLs7OzoZg+LMcTTeXq1au7du3i8Xijy7ODPMqKigpcAJKoWXjFs2fPoDn79+/H6nj48KEyYNfS0lJeXg77q9577z14Dt4f1t3dfevWLRiAy3T4/w7YVVVVDTuyg39iY2ONjY3BeZcvXw6ld+BRfX19dXV1pPQO0ntHCnYZGRlr1qwxMjJ6E7CDkXtNTQ1W6CjBrqqqChuTMmDHZDI5HA6fz8fpF5CWBQ/s6+srLi5OS0vDGypkIsiIwK6xsfGTTz65devWSMEOEhHxVl95ShoW7JqamjZu3CgP7Eg0adIkNTU1e3t7X19fJpP58uXL2tpakpJqa2tJc9gpU6bw+XwMdiKRiEKh3L59m8j56MBOIpGUlpbiYd2wYMdisYRCobu7O6xEzZkzBzZLODk5mZiY6OrqhoSEhISEvHjxIjMz09vbOz093dfX19XVtaCgAMoy9/b24lGPZAjRIAWXmJuGv7KxsSGmFo0I7KDkGZ5RklBgkLCgD3I+deoUZuDu3bsvXrxQAHYIIXd396+++mrevHnvvvsurtA1d+5cfEZSZGTklStXZDrefwfsgAoKChQvUOBLDocjEAh+++03aMv169fxBhI2m+3n5+ft7V1dXZ2SkvLq1auGhgbSe0cKdq2trZ9//vmVK1dGvV0MlmJJFb/l0TBgJ9MTFIMdk8nk8Xjh4eGQqThr1iyce1FbW2tubm5jYwNYEx4eXlRUJF0xeERgNzg4+Ntvv+3btw9W0JUHOxqNlpKSAm9XoCQFYAcMREREkA7Q2bJli5qa2tOnT83MzCwtLS0tLaGiobq6+vnz5/fs2bNhw4ZFixZBVfpt27YdOnTo0qVLOjo6/v7+hYWFUPSJSIcOHSIC4uXLl8eOHctisYicjxrsCgsLFScVS1+KRKKHDx+OGzeOQqH89ttvCKGkpCRbW9uYmBiE0MDAAMYXTCDn9vZ2WOYrKiqKiYkpKCjw8PAIDQ3lcrkuLi6enp7FxcUpKSm4Wh9CKDk5ecWKFebm5iMtBMBisaAk9eDrWTLSYHfu3Dns2wghHx+fn3766dtvv4XmIFmrsfA5aQc00PTp08+fP//o0aMbN2588MEHa9euvXz5sr6+fmhoaFFRkcws/xEh1yjALicnR15SsfQlj8eLiIjYsmULhUKZNm0a3qnp7OxsZGSkq6vr6up6/vx5Dw8PYhLisGAn3Uxo+4ULF7744gsccB8p2BFXn0YPdoNDczTYRDEisAN/sLS0hGD22bNnwdZbWlpu3rx5//59d3f3W7duqamppaamyqxnpwBciB4OlzY2NsuWLQsJCQGRKQl2kFGMZ4KjBjvibhsgnKslTf39/e3t7WKxuKKiIjU1NTIykkqlPnjw4MSJEzt37vzwww9JJfCANDQ0sGfm5OTMnj17z549OAXsTcAOIdTb25uamkpSsWKwg7RK2EM+ffp0GHVCWbHBwUHiPujm5uaYmBgHBwdHR8e8vLzQ0FALC4v09HQXFxdnZ2dzc3NnZ+egoKDy8vLr16+7uLgkJSXdvHkTZ4oghFpbWzdv3nzt2rX4+PiRgh3MYYklqUluCUziJTUtLS1QqLGxcWVlJdStkIkgoMq9e/fKG8LLpKlTp27atOns2bNWVlYikai8vJwUU//HwW5wKFcOEozkQQbpUigUWltbg/Pi0h5RUVHOzs5OTk52dnZmZmbM13O2pKVKcitYkZf2CGtr67Vr1wYHBxOzKZQHOwaDwefz/5l6dgihnp4eUp6OMmAHwWzYQz516lSoR9Te3u7o6JiRkeHp6eni4hIaGlpcXIwLQpCMSSZJDxkGBwdTU1NXrlxpZGQEg2ElwQ4Gd5mZmSQrUR7sQDi4ti3QkiVLcIVbRAhNDktQhjc0NPTZs2dnz57F2+8oFMrYsWPPnDkTGxsrkUiuXLkyYcIEqD6i2PTlmR2psQihjo4OqPCsJNixWCyBQPDixQuYzP7yyy+Dg4MVFRVJSUlisTgwMLC6urq4uDg3N9fd3f3Ro0f6+vpUKhVG9FD6ycTExNbWFlRmbGwMuyzd3d0DAgJcXFxwKXNgXlVVdfv27ZBONSKwYzKZdDo9Pz9fQiCSW/b19X311VcgZ6j8fvbs2StXrkin5pHsMz4+HldqAFq/fv2FCxfU1NQ0NDQePHigoaHx8OHDe/fuXb169cSJE3v27IFjifBi/YIFCw4dOqSpqenv7y+dOTEKsJP+Le6SW1tbYU1WGQRhs9kCgQDqGkyaNAn2upWXl5eVlcHBbykpKfX19b29vTLNu7a2VigU5uXlET+srq6uqKjIyMgoKCjIz89PT08XiUQSiaSgoGDdunU6OjqkNSglwQ5UjA8aVUzDg11vb29CQsJIwY7FYsFkFuJZsAFgYGAAgKCzs7O1tRXvSCW+vaenp7e3t62tjUajhYSEVFdXDwwM9PT09PT0dHZ2xsfHJyQk+Pj4wODC1dU1Pz9/YGDg+PHjR44cgTCn8mDHYDCysrLeBOyys7OXL19OtPjDhw/jnc+Kn6BYMeXl5VFRUffv38cBwVmzZp0/f37evHkyM/WkWyGRSHJzc4kHzsoDu+7ubpFIJB3DVnwZGxuroaExduzYyZMnJycnl5aW+vn51dXVWVlZ2dvbGxoaenp6enp6ampq6uvru7i4aGhopKam2tnZOTs7s1gsb29vkUgEJ6qkpKR0dnb29/fDYAEPAYA9DoezdOlSZ2dnoVA4UrBjMpl5eXkKwK6trQ0nD0KQDirT7dixIzIyUjIUKpEGO11dXdLAzWmo0qpMam9vr66uzsnJiY2NjYiIcHFx0dbWPn78+IYNG5YtW7Zp06bvv/9eS0uLw+HgeoJELQ8LdhKJJC0tDR/LSQK7trY25cGONTSZ3bx5M+X1UGZvby9pNNrX1zcwMNDb29vQ0JCcnNze3h4UFOTs7GxnZ5eSkmJnZxcUFMRisWJiYuzs7G7cuPHkyZPHjx/fvHnz0aNHoIJjx44dOXKEVOtBebBjsVhQA21YGqbEk0Qiyc/PH8U0Fig2NtbQ0HD8+PGzZs2C0k8Iobq6utzc3JqaGuzwXV1djY2NTU1N0GmkpqZWVlZqa2s/f/48LCzMwMBAR0fH2dmZw+FoaWndv3//4cOHlpaWt2/f/vnnnyEgaG9v/95774WFhUHnrwzYQcwOV0kaHdiFhISQAnawiRUpBDuZmiD5EqbGxsaAgIBjx47Bi/C+42FNHyFkZma2bt06Ozs7qPkhrVz4PysrC4ftlAc7DofDZrNhWKSiotLW1ubj4+Pv7+/q6lpZWZmdnZ2RkeHi4uLj40On0yMjI/Pz89va2urq6sCZSScY9PX1vXr1Kjc3t729vbKyMikpCWeBtLa2fvnll1euXCFl2w0LdlBOgnjohzTYicViKFA8ZsyY6OhohFBlZSWbzY6MjDx79ixED0lgB5+cOHGCqPdZs2YlJyfLfJEC9xsYGGhraysuLg4LC9PQ0Pjhhx+2bdu2a9euP//8MyIiAq+ekcBaWuNwm4qKyqZNm/z9/bHo4Fso96D8NBZIJBKZmpqC88JhkrASFRERkZycnJGRUVhYWFVVRafTk5OTfX199fX1IyMj6+rqAgMDNTQ0DAwMHB0dr1y58uzZs6tXr0ZEROjq6j5+/Dg4ONjLy8vExCQ4OBgWpjw8PNasWePv74/DUMqDHZy4RKwxo4CGidkNDg4WFhbigj8jAjvwBy6XC5mK6urq8EBvb29HR0c+nw/prImJiSwWKyIiIiYmRlVV1c3NjcViNTQ0aGhoGBoaurq6qqmpGRoampiYmJiYBAYG2tvbOzo6pqamRkdHR0VFQVdWUVGxbt06TU3NuLg4JcGOTqcnJCQoPgZh2HEZVKYjkrOzs0wwIkoVIcTn858+faqqqqqjo8PlcommKQ8TaTTa7t27v/nmG8jUQ8ON7BBC5ubmwNX+/fthQy7pReBv2dnZUPh/RGDHZDKFQiGVSp01a9acOXPKysry8/ODgoLwGShIVgFIiUSSlJRUUlJSUlLS0dEB9dFAHba2tn5+fjY2Nq6urnZ2dsTCiJqamhs3boQwq/JgB34InqAA7FasWAFgh8+dAPr1119hXVUa7Kqrq3GlEKDPPvtMJjLKvFTgkCUlJZ6enleuXNmyZcuOHTsePHgA2ZTSFiX9QBiTjh079vTp0wkJCfiZAwMDGRkZNBpNSQQBgj2Cx48fx86bk5Pz5MkTKGf57NkzdXX1p0+fCgSC6OhoqNIGK2yxsbHR0dFcLtfb29vV1RXOyikoKCgrK0tOToZjZ2AKPDiUBrhu3bpHjx4R16CUBztcrHBYGr5ScX9/f0ZGxiimsfA/n8/38/NbtGjR6tWrKysrJRKJvb29hYVFUlKSl5fXtWvX1NTUPD09+Xy+vb29pqamhYUFh8Pp7OyMiIhob2+HVaSEhIS6urqSkpKenp62trbS0lLpjbdnz57du3cvTIuUATsmk8lgMHCQdXRgh0sDAeGDWkiwRQSgxsbGP//8kxjumT179uXLl4llprAFM5nMwMBA3MampqZbt25t3rw5IiICKQF2xGoC06dPv3LlCo6kEG8jrlGMCOzYbLZIJLp27RqFQvn777/hyf39/XB2dWtra3h4eHx8fFdXV2tra1tbW0NDg5+fX3R0dEBAAIfD0dXV9fLySkpKOn/+fEREREhISE9Pj42NjZOTk66uLk5zQwglJiauXLnSxMQERyqUATv4R7p+FxHs+vv7cTXGvXv3CoXCoqKi6OhoU1PTn376iXhWDlEviYmJM2bMIKoe1zdWAHYyPVDetxUVFa6urgcOHHjvvfcuXbqk+Dw5+ImKigrmZ/78+Q8ePMAdT1dXV2JiImyVURLsmEwmj8cLCgpauXLl4sWLa2trm5ubTU1N8/PzeTyeo6OjlpaWo6Ojr6+vj48PLDTl5+c3NjZ2dnbCTKK5ubm+vn7YPfKDg4NXr17dsWMHi8WCnk95sIP+j5i0pICUKsuOYzqjADsWiyUUCiGdwsHBASEUEhISExPT2trKYrFwxllQUBCXy42KiiopKQFJEVcb5ZU0IHpsdHT0ggULiJGdYcGOTqenpqbiUtQjBbv29vbDhw8TLX716tWAJjLBDiHU0dHx66+/UmSRuro6MQsHIZSZmXngwIGEhASiLhBCPj4+3377LUyalAc7IEjAxgdL4ztJMR0lwY7FYsHBhu+///7GjRtbW1t7e3u9vLxsbW09PDz8/f05HE5kZKSfn5+9vb2VlZWNjc2zZ89aWlq8vLwKCwuhPlpBQcHt27c9PDzc3d3Bc+Li4iwtLSFmLxnab3vw4MHvv/9eXucvD+zodHpGRgZJiSTzbmxsvHnz5sqVK8ePH79+/fqDBw/C0jCsbCBZYOfv708S7JMnT9DrvSZJIyDwzMxMBwcHbW1tMzMzoVCINS7zZoRQf39/dHT0zp07d+7cCeULSTfLAzugDRs2ODk5QcSgubkZ77dXEuzYbHZcXJy2tvaYMWNsbGyA/8HBwdbW1tra2srKyp6eHkgn6uvrGxzKL5H2U5LMpRsbFRUFWymIm2SVATtQcU5Ojsz3kkgpsGtpaREIBKMGOy6XS6PRNm7cuHfv3p6envr6eojadHd3k06VJfKAZUSUlzSCSIZ6xdbW1u3bt587d46Yja0Y7ECdpI2xyoNdVVXVpk2biLa1Y8cOfNaEtBgRQgEBAfIOTv/444/xliaE0MDAwB9//GFubv7q1SvibjZ4jo+Pz5MnT3CSoPJgh/kMCAgg2odYLIZaXiMFOxaLFRsbq62t/e677wYHB7e0tNja2iKErK2tzczMCgoK+Hy+tbW1j4+Pj48P1JJyc3PT09MrLCzMzMzMy8uDCU5hYWFWVhaTyWxoaBgYGMARPSw9d3f3ZcuWeXl5EfdRDgt2sIZLOhBdWpXgxlFRUfHx8cT1AXmjM9LqxLhx47y8vJB8sANr19PTI24rnDZt2sWLF6EGNenmpKQkvBUfHPDOnTubN2+GYb7M5yNZYAd06NAhNptdX19PTLxXBuxYLBbUOty8efP27dtxgFsemsjzl2HBrqOj44svvjh58iRek1US7FhKV+5ESqaeyEzSUYAgMv1BVVV13LhxpLqPRJPCL5U5LFIMdvC0Z8+eLV++HJYpWFIkzRuNRuPxeJB+PQqwy8vLw/X7gY4ePSqzRbixenp6Ms2RQqF89tln+BQrhBCTyYT9sDweLz8/H5+vNji0hqinpwcpGqMAOwqFMnHixNOnT+OYuswqQEpecrnciIiI+fPnX7p0qaOjw8fHB+CMy+VaWlpqa2s7OTl5eHhwOByxWNzf319YWEjMzkFDo3high5p3z5CqL6+ft26dTdv3sQeK82MtGPQaDShUCid3kTSrLQLyJTq4NDJcHiPARDxUF1psAMdkQ6lxnTlyhXi+A4hVFdX991330HRIFJPuXfvXojwjgjsKBTKjBkzfv75Z1dXV5FIhEdPyoAdi8WKi4u7efPm7NmzIeFJWibypKok2AH/BgYGa9eulXbeYUd20dHRECp5I7CDv3l5eaSlutGBnYWFxYQJEyBvUyay4P9HAXZgJXl5eatXr9bU1JQ5uCPyA3E9gUCgTBkseZSamoqLMwPduHEDvpIHduHh4aSfYNLQ0MC39fb2Pnr06Pnz59HR0S9evNDX18dnXA0O5QNpaGjg0LU8srKykmf9QPPmzdPU1OTxeEKhkBQuUR7sYO/KgQMHFi1aVFFR0dLSwmAwUlJSuru7cUlbLIS+vj5Yck1KSmIymWlpaVFRUQkJCTwez9/fv6ysLD4+nsfj+fn5CQQCEhjdu3dv48aNNBpN2h9kgh2NRntDFcukrq4uYn1WCoWyevVq6eAvEexiY2OJJ1ITac2aNcTz7RBCGhoad+/era+vLy8vJ4Is2M/9+/flRXVUVVUVq3vhwoXXrl2LiIiIi4sjqlsx2PH5fAcHh/Hjx8MyBckfRw12mG3J0GatFStWPHjwgNSZKQY7Go0WFxf3z2wXg0IAo0s9IXX+kZGR77333tq1a0nntI4U7JDUDgqiyE6dOvXll1/iEu3ywI7JZIpEIiXjmvKIz+eTapPo6ekhKYsnqr+rq+vevXvSM9mdO3dib0EIZWZm7t69+6OPPlq7dq2np+epU6fwaYrwakdHx8uXLw87dH/+/Lli6wdauXLl3bt3ARrklQVUfCkUCrW1tSkUCkR2gDo7O+vq6phMJp/P7+3t7e/v7+/vDwgIgPPRHRwcYCX6ypUrERERcBQJrE7Y29vfvHlTW1t7kLDTCyEUFxe3cOFCMzMz4lZKmWDHZDIZDIbybjAiwtkqmLZu3UqKvpEs1snJSZ7w169fX1JSgpX78uXL48ePw7GWcPYzER26u7tNTEzwcjyJhgU7oA8//PDJkyeQOaz4zDb4h8Ph0On09evXf/DBBzjXWnmwQ69P4zA1NTXhuDx8cu7cuS+++ALv+xwW7BgMRmJiIh62D6u4YUZ20A8zh0oAjRrsWCxWfHz8yZMnKRQKjm4oD3byGtPZ2Ql7MDo6OuCGwMDAZcuWOTs7Sw/ugB+BQODk5PTFF1/s2bPnyJEj34+Wjhw5go9lABo3bpy7u7u0KZCG61wud8qUKRQKZcyYMfPmzVuzZs2VK1cggQY3NjQ0FBb7fv/9dwjtY9UghGJjYxctWrR8+fKffvpJMYfKVygYO3bstm3bTExMYmJioFjWiMAONlTMnj17y5Ytg4ODcXFxGRkZQqHQ0dHRwcEhJCQkKSnJ3t7+xYsXENFzdXVlMBihoaFisfjvv/+ura319/eH86RdXV0tLS0tLCzCw8NxGTjJ0Kjwu+++O3z4MC6CIg/siKE6gUDw/fffHz58eNS6Jkl13759xJKFFArlxx9/xAqSCXaxsbHyRvS//fYbsTKCoaGhnp5ebGxscHCwpaUlrueO7f/u3bubN2+WNt0jR47gQ+CGpXffffebb76xt7cXCAQCgUAx2LFYLD6ff+nSJQqFgg/SxoShiohu0jQ4OFhcXFxUVNTc3NzS0lJVVRUVFQWpGjh8ER0dPXfuXCcnJ1yuTQHYMRgMgUAAv5Ue+sik4WN2g4ODOTk5bw52AoHA0NCQQqGcPn1accF4mfIClgoKCoKDg4uLi5OTk/Pz86Ojo+l0urm5eUJCArS2ubl5w4YN169fx8fIkliNjY01NTVV0iZGRFOnTiVONuWBHe5+x48f7+npSazJge8sKyszNDTcunWrlZXV7du38QIFQqi0tFR5CBspTZo06ciRI+7u7iOd1UIu965du+DgtJaWFgcHB29vbxqNFhERYWFh8fz584CAAHd3dwMDAxqN5uzsnJ2dzeVy6+vrQWgNDQ0RERGQtmpvb49XjYg2iRAyNzdfvXo1LOgrBju8FeHFixf/krgwqaqqSiuROOTp6+v7+++/8XFxmNavXw9RbLD56urqI0eO7Ny5c+HChVQq9dy5c3gfPjxfIBAsWrTon2J79uzZ586dCwgIgAPm5YEdDBHMzMwoFMrJkyche6Gvr6+5uRl2U7S2tuJtFRKJBI6aaWpqam5uLi0t5XA4iYmJHA7HwcHh2RBZWlomJiYKhcJ79+7hw2obGhq2bNly+fJlgUCAOzMFYIdPyPxnwA4eUVFRQUKxUYAdZCHMmzdvyZIlRUVFg4ODdXV1xcXFpaWlLS0tXV1dFRUV/f39cGpiQ0NDUlJSVlZWZWVlfn4+uIe/v7+np6epqamRkdHly5c1NDSCg4Pb2trMzMyMjIxw6T4VFZVt27ZB3y4T7MzNzUnbHv4Rmjt3Ls6WkAl2CKHExMT//Oc/cP/48eNZLBZJ5lhnOjo6ly9ftrCwCAgIIJo7rhD579HChQsvXrwYEhJCmk0oADsWixUfHw9ZhxDZCQ8P19HRqaysDAoKolKpcXFxYWFhGRkZr1694nK5MBsilnsC6u/vLy4uhg4gNze3ra1NJBIRz3PIzc1dtWrV48ePict20mAHzgBHfPn4+PzbEjM3NycpkQR2CKGsrCxcr3/ixIlz5sw5fvw48UBkhJBIJPrPf/4zfvz47777ztPT88mTJ8QF0KKiInwK2j9IK1euVFNTi4qKIg6WSfgCdT1Xrlw5c+bMysrKzMxMTU3N8PDw0NBQgUAAO0A8PT1ramo6OztdXFxcXV2dnZ3j4uJevHhx9+7dO3fuuLm58fl8XV1dQ0NDFxcXJyenxsbG4uJidXV1DoeD9fvXX39t2LCB6LzywI7FYjEYDBze+WdGds3NzaRd4qMDOzabzeFwoFBEaGhoR0fH06dP7e3tIyIiTExMhEIhjUYzNzf39PRECPn5+Tk5OZmYmERHR/v4+FhYWPzxxx/379+PjY2NjIyEUyxdXFzAmqHMFj64IDw8fP78+a6urqSZ7L8NditWrCBVsib1Gb29vZCPDvTOO+/4+Pig12f0cGd+fv7+/fu9vb0NDAzw6TwIIR6Ph4/4+ldp1apVVlZWpMI7isFOKBRaWFiMHTv2888/hxIXgGi4rBNIAMI0tbW1ubm5eA9sf39/X18fFDqGEUFRUdHdu3ejo6MNDQ1hf75kKJqxb9++I0eOKAY71tDByf39/dI5cf844Q5JJthBG42NjXGs1tzcvLa2lnTmGUKovr7ewcHhk08+MTU1vXPnDi5qjRBqamrCp/f94/TJJ594eHiQIt1ER4at6IcOHaJQKL6+vh0dHcbGxiUlJba2tmZmZu7u7lpaWurq6pDbYGdnB4EIR0dHKpVqZWUFtgSjPNgK3dzcDBvem5qacKIrOO+yZcucnJyIpyzIAzuoV0g6G2iUYIcQGhgYSE9PJx3YMTqwY7FYXC4XstXv3r2LEEpLS2MymVwu18nJyczMzNbW1sDAwMjIqLu7OyoqCqAQNpMHBwdDhiqcRJWXl5eTkyOv5Hx5efmGDRvU1dXlgZ2ZmRkutfgP0vbt27HcZYIdPqMAaNy4ccS0KSLYPXnyRE1NzdXVlcViYUX29PTg8+7+PZozZ87Zs2f9/PxwiRElwY7L5QYGBs6bN2/GjBmQ/trU1NTV1VVVVZWcnAxny4eGhvr5+QUFBbm7u9vb2wcHB0ONCVh0DgwMVFNT43A4hoaGMPOFgylMTEyI+tXX19+4cSOcv6cA7JhMJo1Gq6mp8fX1/VclNn78s/HpmAAAIABJREFUeFyERh7YlZaWEguyQieHZKUr29vbnzx5kkqlOjo6IsKYxcDA4N9gfsmSJTdu3MCbyuWBHYvFiouLg60ycLCsv79/aWkpbEGzt7ePjIz08vKCMZpIJDI0NBSJRAKBoLGxsbGxUV4gT5rq6+s//vhjFRUVeceiky7pdDrEu98U7OBvdXU1Pjr2DcGOz+fDCYFffvllX19ffX19WFhYWlpacnIyjUZLSkqCld/e3t6Ojo7IyEgOh1NbW9vS0jKssCQSSVdXF+4ijh8/fuDAATgAiMQqFNqbMWPG5MmTp06dOu0NiBSlPnLkCF57IoEdQkgsFkNBREwTJkzAA3hiB1NTU/Pdd98FBwc/e/aMmHnn5eU1duxY5dmbPn06iUPFNG7cuH379tnZ2QmFQkjcHRHYwcgdlil9fHz6+vpcXFyoVKqDg0NRUZG6ujqLxTI0NPz777+fPn1qbm5uZ2dnbW0dFBTk5eWlqqqqra0NZ1AEBgayWKzk5GQoCOrr64szy/DwduHChXZ2dsSiQNJgx2AwIGM8ODj4TbQsLdWJEycS5TZjxgyYTBHnraSgxK1bt4g/wWvWxJvB1Q8ePOjm5mZoaEhUfU5OzoIFC6ZMmaKYsRHNVyZPnnzs2DEPD4/Y2FiYMyoGu9jYWHDebdu29fX1VVZWNjY2NjQ0tLS0NDY2tre319XVQe17hFBbW5tM9MnPz8/Ly4MBXWlpaWNjY11dHZ/PNzc3h6RRhNCPP/4Ip47ILMRPUjSXy5VZPGnEYIch5k32xhLFJxAIoIOaP39+eXk5QqipqQmmNoNDxcUw09KLGLB5uL6+Pjw8PCsrq76+XiAQQBa+UCi8f/++nZ0djK00NTVXr14NR0yQWOVwOBEREVQq1d7eHsqcpo+cMjIysrOzSeGza9euYQFKW/yTJ09I1jZx4kSRSEQEO7jTxsZGRUXFx8cHKg4BNTc3b9269cyZM1BNRBkOc3Jy5CWyStPGjRufPHnCYrFgaWJYdJMJdjwe79NPP6VQKI8fP66srExMTFRXV4dxGZVKFYvFNjY2enp6JiYmVCq1uLgYtsr6+fl5eHi4uLhkZWXB4fPYAHp6eoj9nGQogrxixQp1dXXpQvzSYFdfX9/W1paenv7y5ctRKFqacnJydHV1iSlHa9asIZYAkFY9n8+fNm0aUdp2dnbQItLilaOj46VLl9zc3IKDg4mG8euvv27ZsgWi2PLUnZub+6ucnYgkGjNmzI4dO8zMzGDlHS9NDAt2kBK/aNEiUq06EgEClpeXt7a25uTkpKSkvHz5ElYh2Gz248ePg4KCfH19VVRUAgMDnz59qqGhoaKiEhYWBkLQ0tL64IMPoDLIsGAXExND7BUUk1IxO9JRbKMGO6FQCCuh48ePh4qAMqmvr6+tra2goCAjIyMpKSk7OxsqBVCp1Nra2ra2NktLS1NT04iIiD/++ENfX//p06cGBgb37t2jUqmAoYGBgYsXL3ZxcZEZdWKz2Vwul81mK1/QWSbp6OgQbUhHRwcLkNRjJycn43UJItjhtTZs7u3t7ceOHQsKCjI3N08nlP2ws7NbsGAB7v2UJBsbm2FNf/Xq1Q8fPgwPD8cwpwy6yQM7KGV68uRJmJ86OTl5eHgUFxeLRKLm5maBQODj45OVlfXq1StcqB2Xn8IkkUiam5tx3Z6Ojo6IiAjc9t7e3kOHDh06dAgCSfLAjsVi0Wg0eSlpb0JeXl5EsPviiy8gm08a7BBCXV1d3w9VQsYEB/4iAtghhDo7O2Gopa+vj4eKCCE2mz1r1iyAP8V0+/ZtZdStrq4OAU15K57ywO7Zs2djxoyZMGFCZGQkNA0is7Gxsbm5uTweLyYmxs3NLTU1FUqxWlhYeHp6mpiY2NjY3LhxQywWx8XFRUVFubm5WVpaXrp0ydfXV0dHJzw83MPDA8oOIoSio6MXL15sY2ODU6DkgR2oWMmNsUiZsuxpaWlvvoMCgx2uieTi4oIQamxszMnJqaurCw0NhTFXaGiojo5OcHCwhYWFj4+Pnp6em5ubvb09lUo9f/68q6trd3c3NNLDw0NdXd3d3d3f35/BYERFRQkEAoh/l5SUrFu3Tl1dnZSwQ+QN9/zodXiSEAJtpMQRYgAOSYEdBFlIT0MI9fT0/Pjjj9JmN2HCBEB8ItiFhoaeP3+exWI9e/YMj22bm5s3btwIq5zo9eEAkVVSK5DC7WIUCmXatGm3bt3KycnJzc2VrgM4OrDbuXMnhUL57LPPCgoKYFTV39/f3NwsbY6w8NLW1tbc3FxcXAx4AYVS3Nzcnj9/7uHhkZubGxERwWAwwD/xQ7S0tNatWxcVFYVP4ZEJdtDzSx8KrECzpG9lStXW1pYoxhMnTuA1U+mbnZ2dpXPIoaALeh3sgoKCzp8/7+fnZ2tri8ezvb29Bw8ePHjwIDFCIs0b3KxguxiFQpk5cyY8H7ZPKEAQBWAHbaFSqZ2dnVB0Ojg42NTUVFdXl0ajeXl5GRsbe3t7q6mpxcbG6urq+vv76+rquru73717t6ysDGpZ5ubmvnz5MjMzs6Wlpbm5ube3t66uDuZtCKHKysply5ZpaGjILMRPuoRzn6X7y5GBnWRor/soDtyR5w8CgQDvoIazAS0tLR88eODq6mpubq6vr+/n50en011cXNzd3Z88ecLhcGBpQk9PD3Lr+Xz+wMBATU1NfX19XV2dWCyGVBWwGzwW6Onp+eijj06cOEHMtpPmDYo7QqBhFGBHKmYH3R3Ro+BOV1dXmesh48aNI/4EITQwMHDt2jUbG5ugoCC8UAvetWrVKpjfDeulSoLdwYMHIcGtvr5+RKeLKQa7jz76iEKhLF++HHIDifTq1auMjIzU1FSoLx0VFSWRSGANSl9fPzc3t7W11cfH5+HDh1C7PyYm5urVqzo6OpaWllwuF8coEEJ2dnYzZswglnuUB3Z0Oj07O1tCoDcHOwsLC6Ik4fw8abBDCJWUlKxfv15a+PiUEmxOfX19ly5dsrOzo1KpuAtECIWHh8+aNQtPg0YHdmPHjv3666/t7e35fD6ksClGEHlgp6OjA0PaZ8+e1dfXnz59Go4DVlFRsbW1LSwsfPnyZXx8PDhddXV1aWmpn5+fgYEB+OmgEpF3hFBra+tHH33066+/ErP/5LHKHKq8r/jJQMOAXVlZ2T8Idjwe7969e0QTsbS0vHfvnru7u7a2tqura3x8fGlpaVFRUXFxcWFhoVgshmm/jY2N9JRTQhgs4P8lQwkKe/fu/eKLL4YFOw6HA90CyR+UATviZqxx48ZBzWSiR6GhMaY8EyRuJkEI5eTk/PDDD8nJyXp6ehAGAt1v2bLl3r17JFsfNdht2rTJ2dkZlxUpKirCxVnfBOygogkcsTxr1qycnBxYik1PT6+pqQkKCtLU1NTV1XVzc1NRURGJRK6uru3t7TDfefToUWpqampqKhQ6trW1pVKpMMZ58uQJLDRFRUXh+HdoaOjMmTOtrKxIp45IewKNRsMHsvxTYGdtbU2UJw5fSKMPVNOUJlyjEN8cHx//008/QSYaFH1ACPX29n711Vdnzpwh1h8dKdh99dVX1tbWLBZLmUxdBWAXFxenrq4Oz1RVVR0YGBCJRImJiTk5OYmJiXV1dRBwJyFaeXk5sZgrUEdHB5zEWFFRgWWLG9Lb2/vDDz/s3r2bNZSsroBVBoMRHR0dGxuLM88U0PCrsaWlpWw2+81jdhApu3DhAsgLTqVoa2uDHSRisbi9vV3ezgpilklHRwfAU1VVVWpqKuAjeh2jEULnz5//8MMPmUymzM2eDAaDRqNxudyioiI4IXsUIztXV1dsUnPnzs3MzESvBwEQQhcvXpRp7kDW1taIgNQQ2igqKiLuMHVxcVm2bBneK/4mYDdnzhwNDQ085oLb4KAf2C/xJmAHlWkXL15MoVBmzJhBp9N9fX2fPn0KPRmUmKZSqWZmZrq6upqamrC/wtHRkcFgODg4WFtbh4aGRkVFhYSEZGVl8fn8yspKOJWiq6urvb2dmF6bnJy8fPlynF0kE+xAxZDehU/I/kfAzsXFhRizgw1wSArsGAwGaV0CE2wrxM1BCGlpacEBFDjjBCEUHBy8YMEC0iqW8mC3fPlyY2Nj2EZSUFCgADKGBTs2mx0bG4urnF64cEGmn+KpFZwoUllZ2d3djUf0hYWFVlZWL1++7OrqYjKZenp6jo6OMIghNURNTW3dunVhYWGKC7QwGAyo71RVVTXssBEpuRqbkpICYbs3BDs2m/3NN9+AvE6cOIFeH50B1dbWwofV1dUNDQ1ZWVkwyQ8LC/P19Y2Pj7e0tDQ0NGxubs7JyVFTU4NtSUgK7LS1tVeuXOnj44M3jWN+oGpbRkYG3iWuwPRlfi4ZGl9gw1q/fr005rq7u8PhqvII14ABQzl9+nRwcLBQKMTD8q6urt27d5PWeUcBduPGjTt58iSUIUKvD2MRQgMDA6QzlUYBdkKh0MzMbPr06RQKZdKkScHBwXQ63c3NTSQS2dvb+/j4eHl5CQQCwMSgoKDq6uro6Oj8/Pz+/n4oE4AhSZ6xSoZ6kYqKio0bN549e1Ye2NHpdDabnZ2d3draKnmd3hzsIAcIKxFnFOObEUJNTU0QvpRJkCaNhsBOLBYfPnw4Li7O1NQUL3RCtO748eMklSkDdtOnT7927RpxzbS3t1coFCp/4A7pW1gLwistZ8+e7evra2xsHBgYgH8g7ODh4QEl4AMCAthstoODg5eX19OnT/X19Q0MDExNTR88eBAQENDb2xsQEKCrqwvFCJAU2JmYmMycOROcVx6rsMsiLy8Pn28lz2wwDTOyA01wudw3H9nFxMTQaDS8VxnArqGhoby8vKOjo7KyMiYmJiws7NmzZ6WlpWKx2NXVlc1m29vb+/n5qaurP3/+3NLSEuphODg41NTU5Obm6urqJicnx8TESIZmr9giPTw85s+f7+DgQMxOZA6tS5SVlRF/MjqwE4lE2Oh37dqF1zrg27y8vJUrVypAurFjx/71119Y7Onp6QcOHKiqqkpLS8PlTKBOHHFT0YjAztjYmEKhbN++PSAggLjbnHTbq1evYBL6JmAXFxd3+/ZtGPKMGzeOyWQ2NDRUVlY2NTW1t7eXlJS8evVKZvdLMlOMF0Q7JLYXIdTX1/f555/v27ePVLMA/kLKER7ASkvsDcEuIiIC92GTJk3CyZJEd9XU1FSgelzCXjK0NPHLL7+UlJRYW1vjuCSDwVi0aBExXVmBxuEnV69epQyV6iSJt7KyUgG6DQt2fD4/ODgYH+956tSptra2pKSkqKiojIwMW1tbTU1Na2trGxubgYEBf39/JpNpb28PB2O+ePFCJBLRaLSAgAAjI6OkpCSJRFJSUpKRkQHHbJEUjRDy8fGZMGGCi4uL9HlyWMVcLheHeohCUEDDrMZ2dnYCoyQUGwXYcblcDw8POHmXQqFAl1VXV2doaJiQkODq6mpqaqqjo2NjY1NQUFBeXk6lUqOiop4/fx4UFGRra5uTk5OWlpaUlOTr6xsZGdnT09Pd3V1XV9fd3Q2xT6JBIISEQuH06dONjY2J2ViwdgPpKVhGik1fAdjl5ubioyQOHjyIY38IoZ6eHjhmCGjq1KmrV6/evXv3xYsXnzx5Ymtr6+7uDjXo8U8sLCxUVFRaWlrq6uqwtx87duz48eMk51ce7GA5m1SEnWRYcKLoiA7Jlr6E+t34wK1x48bBydnyTIvIgwIhS+SAHULo6NGjW7duxeF27BJMJlMgEOA4kbwHvgnYiUQinK29ePFi3BVhl4uJiYERrjzCdQ/h/itXrjg5OSUmJsIhXvD5yZMnf/zxR2I1QAUah19ZWVlZWlriaCwWV2NjI4xXSECmPNgJBAI3N7dZs2YB/+fOnevv/3/tfXdYE0339oJSpAoKCNJUVMCOIiqCYgF7B7s+FuwC9g72hh0FFUUUVFREVHonEJpIk15C70UIIRBS5vtjXvbdZ5MsEdD3+13m/oMruyQzZ86Zc+/slHOYcL3V09Pz3r177u7uFy9e/Pz5c0dHR3p6+uPHjxMSEj59+pSdnV1XVwfjEjEYjMbGRjqdjnvm4ZQMAIiKipKRkbl//z7uHAVqYjKZjDIdTgm9Ijv0BaeXZBcTE3P9+nW0l2zatAma4eLFi66urjdv3gwNDb1y5QqaNCAwMDA+Pj4zMzMrK6ujo4PJZGJ1xFNf2B6Zl5c3cOBABwcHdI0Ckl16ejq7K5pLL8muuroaJtZEEGTt2rXoUUcAQEtLy65du+bPn7979+5bt24FBASUlJTwnJFkdx3L27x589u3bxkMBhrxJi0tbejQoXAyWxBRcW7JxixPc/8LbQWVSo2Li+sl2cHXHDSkpZSUFNxEymKxmpubiUXtGdlZW1vr6enBWE84ssvOzsZ5Ud+SXX5+PjoZp6enh55FZ3edgjAyMiJgOrTzQ1RVVS1cuPDHjx/Z2dloCJyUlBRVVVVsWqVuLQ7v48zN7nqnhsfbe0Z20Hnv3buH7qHZsWMHACAuLu7ly5cBAQEpKSnfvn0rLi5uamqCLyVswhk0bslxfTIjI0NdXd3e3p47eSY0Mcz6Bv79+CSoEaL7OTs6nZ6Wltb719j4+HgYEgvCxsYGAFBZWenh4ZGfn19YWFhbWwvfdHimI+J0vXUSmB/rD2VlZaqqqkeOHIG7dVB5IiMj4chOEH8jJrv29vZNXXvW0Slb9L9ojiVu3WJ7JJS2oKDA0tIyPz+fw+Ggx0js7OwMDQ35JbX41a7Pj0EAAK2trcnJyb15jYW7hdHXdgUFhaysLAAAusmuW1EJrMnBAO3WJ0+e1NHRgevpOLKLjIxEI6HyK7BnZAdVWlNTg7bU0NAQZiBDi8KuwIqJiQ0cOHDSpEmbNm2CmfNcXFw+fPiQmZmJKv/Nmzdbt26tra2trKxE+8b+/ftNTU3huhyHT2/nKRt3MzldT9+kpKSezdmFhYWRSCTseSEY0iovL487/C0a3AH8m3OJJcdeAgAoFIqurq6NjQ12wh3b8bCnxLDNJIZAIZ5aW1uxw+AekB1M24F94sF9dnARGld7TU0NuoyN04iA7gF7pKam5p49e3BkBxeqYTfqDdmhVtm3b5+cnBy62YoYPBsCAPD29ra1tUXTOQMAqqur9fX1T58+DQTmZUG+xlOZAIDGxkY4bdczsiOTyeiOUwRBtLW1YdxNYlGhTti8RgE8ReVgurW9vb2mpqa3tzfMmIV118DAwKSkJHSg3edk19bWho5hzczMsBPkDAbDzs7OyMjI0tLSwcHB19e3uLiYRqNxD+pRbjp48OCdO3dYLBY6rKuqqtLR0UFjvfDsMzxlI7gEANTW1uJ4TUCyg0uL2FC16Jwjg8Fgs9k1NTWVlZWNjY0uLi4wXy2na+trz8iuoqJiwoQJW7ZswcU+wZo4JSUFFx26W+8TNHgnjsV+lexgDgoYoRdBEBERkZcvX8LqWltbq6qqamtrIyMjS0pKPnz48ODBA2w6KAJ787sEANTU1KipqW3evBl7ohgiJCSEQqFwerdAgdWviYnJmDFj7O3tHRwcrl69euvWrcePH8OtFd+/f6+oqOC3CQjV8KNHj3B77l6/fj1o0CA0lNvvIzsAAEwN3OORHYyjDeP/QMyYMQN1XWLA/lpaWvr9+/f6+vrw8HCYfpSnqFi1Ozg4qKiowChpOLKDJkajHPc52bHZbHT4tmjRIuzKDwAAZt7g115cL62trUVXydHtdbdv3x4+fDhucCqIxfldAgA6OzthamCe7EZMdjExMS4uLthZyCdPngAAqqqqvLy8fH193d3dnZ2d3dzcLl68iEZtgPNOPHUuCNmNHz9+1apV8FgnT1FDQ0NxMeK77WzdrMZyOBwYubM3r7ERERFRUVGrV69GlSUhIQEnsDs6OgIDA69cueLl5eXo6Pj8+XNnZ+enT5/m5eV1dHTQaLS2tjacLgh6KgoAAIVCGTBggJWVFUybjZUnODgY3YVIXCAx2bG7Hs4wGgQOYmJicnJyqqqqI0eOnDFjhpWV1blz5+ArDG7w39bWhsZcRW1mbW09ffp0dHPZ7yM7DodTVFTUm03FMNI9uvSEIMjGjRvRhGEwchl05vLy8ujo6MzMTDabXVxc/OjRIw8Pj4CAgDdv3oSEhHh6erq4uDx58gSNbs8tKtqtbW1tBw4c+Pz5c55kFxwcnJiYiM7u9yHZwdrLyspsbW0HDBiwatUqYgcjqBcAQCKRrK2tsZmxWltbTUxMYGK5viI7Npudm5vLHctDELKDu0OwzistLR0QEAAASE9PP3jw4M6dOz9+/PjmzRsYvS4gIKC0tLSysjI/Px91sV8lu9zcXA0NjcWLFxOQXXBwMPfSUM/JDgDAYDASEhICAwN7M7KLiYl5+vQp1hnU1NTgxBmDwXBxcVm5ciXs9DAi8evXr1NTU2tqakpLS+vq6giOc/G8hM0ODw+HM6lxcXHcx8XDw8OxGRR7THawrqqqKoJNVViIiIjIyclNnjz5wIEDHh4eaWlpWCOhBdbW1urr68P0Pb+V7AAAdDo9NjYWZ2LByQ46A3bpGUGQ8+fPAwDS0tLevHmTkpLy6tUrLy+vhIQEBweH9+/fu7m5ZWdn5+XlOTg4wAClISEhRUVFzs7ON27cePbsGZx+xomK7ZYAgIULF8rJyaFpZLlHdlFRUehked+SHWqyhQsX6uvrP3jw4MGDB87Ozi9evHj79u3Xr1+jo6PT0tJKS0t55vfD9lIPDw+4gRy9Ex0dLS0tHRwczE2U3Vqc5yXomoaCsed+lezIZLKrqys2ZaiWlhaMyE2hUFxcXDw9PQsLCysqKiorK1NTU5uamuByYmdnJ4vFElyrWN2GhoaKiopu3LiRmOzIZDJ2PqpXZAf/VldXw6zvPSM7GJsU3UsMMWfOHCglHF2Hh4eXlpbCpZympibcvD6BvXlewl9duHABQZDTp0/j5uzgZ3hksvdkh2o5LS1t6tSpgvAdFmpqasuXL3d0dMTFzImJiZGTk0O3zv8+suNwOCwWq7y8HGaQ6gHZwcjP6AQFgiCioqLwYK+Hh8fRo0d//Pjh6uq6bds2JyengwcPVlZWhoWFRURElJSU2Nvbp6Wl5eXlubq63rt37/79+yQSCTeDwZPsysrKtLS0NDU1YQfjJrtQzJFJ7s4jiBoFITuYU4UbMjIyQ4cOnThxorm5+datW8+fP//u3bvMzEzs5D0AgMViRURE1NbWou0CADg4OIwcORKGvOaut1vZeF4ymcySkhLY7X+J7OBBPVzI2BkzZqCr/MT4Ja1iCQueOj9z5gzPBQrUxHA+CmAeFcQQaIGitrY2JiamZwsUcXFx58+fx6VWgvPuBOB20V8iOyaTOX36dCkpKVdXV9ymYvgZbr9Gkzr2kuxQLd27d09PT+9XKQ/pSvsQFRUF3/7Onz8/btw4uN6Eq6jPyQ4qHIZo/VWyg+MFXJY1DQ0NeHLu48ePjo6Oqamp3t7enz9/vnz58tmzZ93c3F6+fFldXd3U1ASfNwCAiooKmHECHqXgJyoq8Pv37xEEWbJkCYzfyU120LFxCVmwBfaS7KAYP3/+tLCwEMS+EhISQ4YMmTJlyp49e968eZOfn4+d1+N0kR2dTjcyMoIbFUDfkR0srbS0FC7mCE52ZDL5ypUrOOc9cOAAKjYqZO+1iopKp9Pnzp0rKirq5ubGb1MxamIymYwefO4bsgMAFBcXo09+wckuJibG29tbR0cHqyxRUVFsgjgCBsF95lYiz0sAQGxsrISExNSpU7HBinGyBQYGwg19xEbiVxG3qChr3LhxA91r/kuQkJDYsmVLRkaGoaEhupeFQCfEHYhYY7jPAICCggLcmw4x2YWHh5PJZO5cpebm5nAIk5WV9fLly5CQkJSUFCqVCpNOwW2laO9ETYbzfJ6icroOt8ETx7dv3yY4GwtNnJOTgyuh926JlTkrK2vmzJm/amhlZeXVq1c7OTnhwlvk5OQoKSm9f/8epwcBLc7vEu2cmZmZcHAnCNlFR0f7+vpyR23x8fEBvOYie6lVtB9+//5dXFx82rRp8PQ6sahBQUFFRUXcvajnZNfe3s69SadbsouMjMStS0Do6emhO91wCiJwbGLXRS9hE6AHXr16lV9aFhjnIz09HU3Ty89I/CriKSqqw5KSEmdnZxMTE+KzsTyhra0tJiaGxggg0AlxByLWGAcDAEBra2t8fDxu3ykx2cG0sEpKSjj54b4E4s7H6fLAHoian58vLy8/efJkNAcVN9lBE4eGhmZmZmJDhnC4HI+fGgncEidPdXX1vXv39PX1f9XQCIJoaWlt3749IiICFvXkyZORI0dyv30LaHGCS9CVOQt6cbdkFxERQSKRYKJnLNTV1eEyMc+KeqNV1H2OHj2KIMilS5fQYTtPUUNDQ2FbcnNz2bx2L/0y2QEAGAwGGr/zl8iOTCZfuHCBOzfwrl27eLIq+pmnx3I7AL8mFRcXa2lpzZ8/n2cOCvghMTER7ubr1kj8/JBAVFSSlpaWqKioQ4cOTZ48GTvF2y369++P3T3PryLiDiQggwAA2tvbv337hjVxt2QHp3FxL7AIgsjJySUnJwOuAdqvikrQZS9duiQpKfno0SPuCQqsJ3z79q2+vh6+FHO3vTduyVPUysrKK1eu8Ixe1y1kZGQ2btyYm5u7bNkyc3Nz3PYxDlfnJ6YM7ksAAI1Gi4+PR0fu3ZJdXFzc5cuXuXOY7Nq1C3eCjafeCLQKCB+ElZWVw4YNmzNnTkRERLdh2VNTUxsbG2HUIoIyUXQfqfjHjx89WI2NjY11d3eHAX+wkJSUxEasxCmI27GJ2wBT8zR2obm5ua2tzdHR0cDAwNfXF53dxIoXEhKSlpaGHtIg8DeC+zxFxX0TK2dnZyeZTHZ0dFy7du2oUaO6zW1mYGBQUlIC/gjZdXZ2pqX2FbsUAAAgAElEQVSl/dJqLHzsb926lVvyhQsXYn21W1EJjMtms9vb22E+FwgajVZSUjJ16tRjx47hoorjxnRZWVnoJDrPtgviljy1ysEA/Roqc01NzYMHD+bMmdODEf2wYcPk5OTOnDmD7Zbc9RLLxvOyo6Pj27dv0MSCkF1MTMyrV680NTVxEoqLi0PnBYKRHbF94cnIpqYmaNympqbOzk6YGx4Ny8pT1NCu1SfUy7rtSxDdrMayWKyCgoLQX9xnRyKR/Pz8eJ4QNDExwW5wwykIdWycSJ2dnfX19TAhy507d+zs7NauXWthYTF9+nQDAwO9LowdO9bAwEBaWnr+/PmhmEh2ODWlp6dzP536nOywH7C6LSgoCAkJcXJy2r9//4oVK2bPnm1iYrJ8+XIbG5sLFy7Y29s/evSIe6X495Edk8nMzs4OCQkRcFMxnKqzt7fnmboMmwmXQFRcf6PRaKWlpfAB6eDgsGPHjmXLls2aNWvq1Knjxo1D7Ttx4kQdHR1paWlsfAcc2YV15SUgNk3fkh0K2KLm5mYYSn7SpEnYdWpBAPMm8+xF3Vqc3yWDwYA5swQ5LkYikQICAoyNjbllmzlzJrphi4DsuJ0Xxmr78uXL3bt3ofOam5sbGxtPmjRJX18fGldfX3/q1KlSUlImJiYwUx0x2WGPx/YB2aHtoVAoYWFh0BmCg4NxuxNxn+GZ8FWrVvG0JUw9QdBjUDFaWlrS0tI+fPhw7ty5hQsXamlpwaeliIiIuLi4lJSUvLz84MGDVVRU1NXVNTQ01NXVNTU1hw8fbmhoePnyZXjGhZvsoFfDqBh/hux4tg4C3TiN25TALdvvIzt4mZeXhz7SiAMXx8XFOTs7o8ntsZg2bRqaJpy7Ulzz4eKgs7Pz9u3bDQwM0G2Y/fv3l5SUlJWVVVRUVFJSUlNTg8bV0NDQ0tIaOXKkpaUlzK/Ij+yg8OjZyT9GduiX0TY2NzfHx8dfu3Zt8eLFOjo63aY61NLSwoXz4q63B2QHAICPNDTcQ1BQEPfwJTQ0NCoqKioqas2aNdyyiYqKwqRoPGXDcRyVSs3IyPj48aO9vf2iRYvgNDQsB+e8Q4cO1ejCsGHDDAwMLl68iHVenrwMA7XhmLcPyA7eoVAo8LGQl5eXnp6OXZnFyhEZGUkikXbu3MnzTc3IyAh3rJ1bTTU1Nd7e3keOHDEzM0MdQFZWdvTo0fPnz9+xY8fp06cdHR1h7oIPHz58+vTpaxf8/f2DgoIiIyOxScVwLgEHnuhBE3699jeRHVarBPilinpJduyuI1D5+fnBwcGRkZEwmQD3truwsDAymezh4YHN94yiX79+2LzOaKW4pn379u3u3bvr16/X1dVFf6umpmZoaLh69WobG5tLly45OTm9ePHCy8vLx8fH19fXz8/v69evfn5+AQEBISEhJBIJOxXLTXahoaGxsbFohr0/T3bwEtfwwsJCHx+fa9eu7dq1a9myZWZmZrNnz16wYMG2bduOHDly+PDh8+fPY3dW8qu3B2TH7pqSgnwXHR1dWFj47ds33LY7mFlx9+7dPJ3X0NAQbtUiaGZdXd3Hjx+PHj06Z84cRUVFrPPOmzdv27Ztp06dgs7r4eGBdV4/Pz8/Pz+4/IpzXn5kFx8fj9061q1PAQFHdvBmRUUF5Ag05Rju+Q+ZzsbGhntRAj4ZYAY5npqqqal59+6dlZWVpqYmPE+upKRkYWFx7Nix+/fvv3z50sfHJyIiIjExMSEhAWZxJpFI0dHRUVFR8GxmZBewqsFpLTg4OCEhgUaj4frQnyc7wX/1B8iO3RVmqry8HIYJ6+jogJnLsZ2MTCa/f/9+/PjxPEcls2bNwm1qQ41Lp9NTU1MvXLhgaGgoLy8PO8O4ceM2b958+fJlGGs6ICAA5jSIi4uLiYlBjRv5b8BnPs6+WLILDg5OSkqC50z5GVEQNfae7LCXOBdra2uDE1Xw2c/T+/jVSywbz0vUxEwms6ysDD4GYPQ2NFRlZGRkTEwMP+dFMO/XaJlY54XxR7W0tFDnNTc3P3LkCNZ5YS4eMpkMnRfu1oCriOhfnsbFkR08KAazkWEb2zdkh+u70BkyMzNhtgs44oPjKVtbW37KsrS0hLN1WMmoVGpwcPCBAwdUVVURBJGRkdHT07Oysrp//76fnx88ihQXFxcbGwtJDde5BbnE3scmXsP1DH79iR9ldMtBxCUL/qtuK+LX9QWpCPcvrInpdHp6ejrM5ADHdF5eXgYGBjyNO2DAgMDAQLTzoIXk5OQ8evTIzMxMREREREREVVXV2Nj4yJEjb9++hSe6yGQyfHRhDwZxjyj5dX2eZIduNOVnREHUSEAoxFolZh9Od2syxL/tVjael2gXwvo4AIBGo8HoANDRbG1tec7DIgiycuVKbNIiWAiNRgsJCbGxsYHrkDIyMrq6upaWlvfu3YPOSyKRoH2h83IPwPnRWbdkl5CQgEa1QZvZZ2SH8zcAAJPJrK2tzc7Ohjn0wsPDra2t+Slr6NChMOUzitLS0lu3bpmamvbv33/AgAFGRkb79u178uRJSEhIbGxsTEwMbowmOLsRkB3UFEyfCP4Xc3YCctAvVcSv6wtSEUFjAQCdnZ01NTXZ2dkJCQnPnz8n2EpmZ2fHwfQ2JpMZHBy8fft2LS0tBEE0NTWXL19+8eJFHx+f6OhoSG3wHGHov9e+ek92YWFhQUFBWVlZaEYLfpRErEYCQiHWarfsQ1Ay8WW3Fud3ietC6H0AAIwe/OPHj927d0tKSvI0rpqaGpxJRFFeXn779m1TU1MxMTFJScmpU6fu3bv3yZMncAIBsgGamhbOknObqcdkB70YBn8Eff4ai7vEFV1VVeXt7b1y5Urcq76cnBzccSoiIoImkGYymcnJyQcOHBg+fLiioqKxsfG5c+c8PT0DAwNjY2Pj4+NTU1NhMjO4ZRR+RluL09qvkh0cipLJZNwLF0HXJ1ACMQd1q0Z+vwKAw2bjA3wKIuov1StIY6EMdDrdzc1NQ0MD5wOqqqrQPaZPn47GyK6vr/fw8Jg9e7aWltaIESM2bdr06NEjHx+fqKiouLg4ONGRnJwc1pUaCj7SsHH0eM4VCk52oaGhgYGBCQkJ6DkNfpRErEb0A9YvsD8hKJn4Elsypnx8t+G+7Nbi/C5xXQh7HwDQ0NBga2uLc15ZWVkVFRX4Gc11x2KxUlJS7OzsRowYMWTIEEtLy9u3b7u7u0OfIpPJMCQiiURKSkqC7oaaOLQLYV1HdHszsgsKCsKFLOT8VrKDgPy1b98+VE0SEhJTpkyxs7P7/PnzggULEAQ5fPgwAKC5ufn9+/crV65UVlaeM2fO1atXfX19Ye+HL/ChoaEUCoXJZObk5AQEBJBIpLq6uuLiYvThD19CUSXyXCRBSY3bYeAKTnJyclNTk4DUwOc+AN1yEH9/ILzsMhirvbYsv6CskdX1rW5LELBF3BYkaCyn6/iOtrY2dpC+ZMkSFxeXhw8fysvLq6qqwjF7amoqPMSuqam5ffv2kJCQioqKxMTE6Ojo6OhoNKEPTJCYkZEBJ+kaGhoKCwtRe4WGhkZHR6Pmxu6WwHV9rNGxPSQ8PDwlJQWbVIyfnxOrEf0vi95YVFhUR2Vwutjh37/iAK6SiS//5ZkcDoNaX5iXX9v6n2i1nN+zQMHPuGw2++TJk6hxxcXFJ0+ebGNj8+XLFxigEB7UpVKpHz58sLS0VFFRGTdu3N69ezMyMgAATU1N8fHx6PxSSEhIREQE3K6fkpLi7++fmJjY2NiYm5uL7m0KDQ1FE3hhTcxNdlgrox9gFRkZGVQqlbs5v5fsOBwOi8VydXVVUlIyNDS8du1aWFgYDFTt7OwsISGxbt26goKCmzdvGhkZDRo0aMOGDf7+/pCSOzo6EhISIGfBjaDsrjMbxcXF6NaBoqIi+Lj+/v17S0sLVByZTM7JyYEBkCHxof6A9Rx01ADnngoKCtBowERUxd//sYrCXf5Hd/++weYyAYfweEAJ2f38o1BGR+2TY/PmHPRsxQe45XAViO/W3ZqPwHm47wMAysvLFyxYoKysvHXrVhh9CwDw8+dPQ0NDZWVlHx+f+Pj4TZs2aWho6OvrX758OS0tDRWupaUlNjYWzoJjXz3a29spFAqM68dms/Py8qCBYH5LeIQzISEhOzsb2g77KoQdCWJHCtBtKBQK1sT82t492XXpmfnjsbHxjPO+pVyWxh/p5bY0gf+VJ3o43Pn0E4CmaNdVJjMfJtbgf81dHh9Rce3iviQmu5cvXyoqKk6ePPny5cuhXRExXV1dJSQkVq9eXVBQcPv27WnTpg0aNGjdunV+fn7l5eXYnVINDQ3R0dFQ+cHBwcXFxfB+W1tbYWEhXIFhMplZWVnQT2F+y/T09KCgoG/fvmVmZqKsx+226AdoYvi5rKwM3biOaw4xekt28DNsGPouAwDw9vaWlpaePHnyoUOHDA0N9fT0Dh8+nJ6ejsoEP7S0tMTHx/v7+yclJaHLF2gh6OfCwsL09HQ0JD+FQoF1USgUOBaArBfWlWOtoqKiqqoKbo8kkUhlZWW5ublwkQ784rvhv5gdAE5bXXyAt5ePf1Y1HQDws4qSkZaTnRz56ZPfd0ojABwAQH1h8qe3r79Gpv5kAdDZlJ+TnpqaHBESGR+XUlBaBwCno7k0OSWnoYVeXZCZlZcVH/7VNyC+sYPTSc04vGAwMmpjcHJu2Ntrl1+QOjgAcOj5ScFeb99HplCYAIDOnwW56Zm5OdFfP/mHJzd04H24W/NxW5DY/zkcTnV1dWFhIXrshE6nL1++XFxcfOfOnVZWVjo6OvPmzfP09MQGJe1S2H+yvcC0LPBUA5trppzNZufm5mZmZsIqWCxWYWEh3LIHeRCO/eFjLCgoiEQiVVVVVVRUREREBAQExMbGVlRUZGVlff/+HWU6Dn9eI7Y45z9DbE51bkKAf2io204pRYWd7hQAWCWpke/fvI9MKYK+3tFACfP18vocWtzIAIDzs7wgMyM1iRwRHB6Vkl/SBgBgtOQkfy+ta2mpLUzNystIiPz4yT+3gd5Jyz+zTAXRXuGTVt2SG3XXwSGooBUAUFeU7Pvu7eew5AYGAIBVUZibmZmbGuPv6xdSWN+Bvur2FdnBv3Q6vaCgAA5QIHx8fKSlpQ0MDA4fPjxlyhQ9PT07O7vU1FScb6ImrqurI5FI/v7+MLIGwFA/+h3Idzk5OZCnOjs78/Pzm5ub2Wx2VlYWuqMI3elJJpNhRMuwsDCYe6uqqiojIwM9EcDB4M+RHZtrqBIeHg5n67S0tExNTR8+fIhVJbYoAACVSkWD93JXhOoObSFWg2w2G2Ymrauri4mJCQwMjI6ORpNa1NbWpqSkoIGS0B0n3OYXjOwAoJU/3GcspzJq4ii1EYZbvzdQv17bKIbIGs0x1h40QMlgR3o7+Jnsbq4rr66rJyc2cOmZIGqZt9koUaS/uKya2YIRg0cttStjgmiH6f1HrozMr7w9d7CUgubUqRNUxMUsznn/iHk8Th5BxNU2HLh0eJ3m0GUPWZy2sIfWalIKYyeMllEZaeOZx64PsNAXk1SfajZRW1R0kLVzIr8Xn74iO5xx29raYNCRgQMH6uvr//PPPzASN9p5cP0EANDU1JSZmYkGquPnlmzMNBZab2dnZ1lZWXNzc01NTXR0dEBAQExMDJocsqqqKjU1Fe63YrFY2BVDXMnd3sRKBQBoSHSfpy06aMRYw9GDEBnNk5/LKX6XJ6nK6xuMU1Adf/pNDqs169DSsXKqo4criI+YZ5NLA5EnLGT6IdLyUkq6g0WGLfhUyKQmXR/Uf9jtwLxo50WIlPxEw6nDVQdozTkeFPDQUFkU6Tdw8YnPWb43JioqXoqvr4x7MUtDWn3MeDVZ5fm7nzewfl5YNlFSXM10jsFgMZGpm+7WsQEcyPct2eHsGx0dDXeMa2lpzZw508nJCZslhrsiWEJ9fX1WVhZO/9gvo47PbeKOjo7S0lIqlQqfXjBLDPrgLC0tTU9Ph5PsTCYTnYrlroWbynDoG7LDVhwYGKisrIwgiKmpqbu7OzZpKc9+BjAURsxB3JVixW5oaMjIyMDu4AddKQ7Qb+JK7pYaMPcBAKAy4v5oUWS149eEoLu6ssjSO4Gfr27uj2g/TqYEOqxRENf0oNS7WxvLDjEPKSyJ8HJ9+v5ba+GbKeoimqa20SlFyS92yKqZesanH5uqZrTDmcZuvTq1v9SkzbGFxV4nZyPS5qHpqVc2qIoZHs8tzDizetDgFU9+5oYvGYqM3/uivLL41pqxA0dZxWX4WuiJaS19WFwSbKapMG7lAxoAuJdZYvPxs2C3PwEANDc3w0zMysrKNjY2MLsKCn5aBZgRHIfLW1AfAFxPO9SOELW1tRkZGehzEd5EF9Zx3YxffyNuLPs/76/t7gfmSkpN8c4tJd/dIC2rfuJVwOG5mkoGe8lJ8UenKQ022vHe5bCmwuDT/nkF0d4PnF8VdYDwQ8aI9BDbp5GpyR6G8qq2z2L9HUzlJq3PaGGT75ogkmOcwgsyfS9oItInPL/e2D6i35idifXt1b4XdGUVroaRr63TEdfdnlRWkfBos7Sc1i1SxpXlE+RU54dRSu8uGqmoY0Fq+a+SeaqR3yXOLjy/DFUXEhICN4GZmpo+e/YM+65GXBHOxDy0igH3TbSWysrKHz9+YFMUcHgNdHgWSMRzAIC+JTs2m52VlWVtbb1p06aAgAA0rT13y4kdj6fHEvsh+99PDPS/4N/PeVzJPCviIyoAAKR6nVVBxI2Wrt/xz9o5s41tnQJ8Lm6QlTb/zgHFzw5oK2i75+SdXz5RZdyxZgAAAAwWuzP3xcRhMuYXEgEAnJrIZVrqSzcuHjF6/KlPlQDU2U8U09pyiw0A5dNJaWTcp9TMR/uGSc6/y2DWnl8zeIjlU0rEq2n9kV2+FABA5g3LIWoTXkW8WzxJ3vRsEgCl68doT1pxq+WPkB0AgEajubm5LV++/MqVKzBZKta+xFol9lIBRcVSG/YmQcn8CiSwOAcAAH5e3Wgko76jGgCQclVFc8The0/XzRgsP9x0x84dq8xnLdh36ur+tSNVRn+oBwCATkYnm8322zddQcc4qBUA0HJ7zQjtRetnj9ZfZPsaABB61QhRs/xGB6AqaP5AZPNTfxfbMWIzztYD0PD5gp6C8pWPPnvnSKpu8QIAgAIn9aFKu56FX1plqD3lCBUAvx1TVPTNIxp/F9lxOBwWi5Wdnb1nz57169f7+flhnVfAisC/X9rwWuV1yV0C1ovR/xJQLfbmnyM7AACDwSgpKcGFYOXZcoKS+XkLsT+gMnD/91cr4icqAKCe/GTSAMT8pKuf571tlps/Zpd4O6wRE5sd1w5yHu4cIqn8tODnl6PmMrJjHkeQXxzfunLnrczUl5O1JeedjwUAAE7zC7uZiCiiYLAhkQYAu+rS9AHi2haeoZG3/hmDqFp9Lyu7v0Md0d37PZ18ZLmc3BLn1mLyWl0x9WUXyAkRB0w1laYczMr5NFtX3OhEDAD5K0eojl1yg/pHyI7D4TQ0NHDnveTWsCBa7Zmo/G4SlMyvQELZAACdvmeWDeincTMw5s2RuYjo4KMeYeeWjFLU3fAxxPfU9s0nHoVlfbbXkJPacD802uPMgmXrfQvawg8ayWtP96sFAIC0NydUEFFEdszN6J8AgGDH2Uh/jRPPgr867VFEhtwJTnhsMxrRXBdR8rPMx36EhNSliOSHOyf1G2LxLibh9VFzKYVx7um59gvGDhl3sB6AjxvHDhxpFv47yQ5OF2CTZvD7crcVEdhFEMl52pr4y+w/THYcDDfzJB1BnIrAW4j9geDyVyviKyoAgNH47qKVlrbumJGaY8z2pTTSgu7uHj7cKrkDFLgfm6wz3i2f1Vkebj1XR3Pk6KGK2luuhbWUflowfcT6O0lQLVVBjhoIMvGgNxsAwKi4NHOQrNLQcZPGaipr7XSOYbLZwXc2KwzWXrNl/4Ht48dudGWCzvSPlwy11HX1R6qOmXMvqhE0hqwwGb70aiIAFOuZU+Ztc2n9I2TH5lqJ5lay4Frtmajcv+22ZH4FEssGAGgvCd89R1NdZ4K52YShelMuBlY3xD1dMEZdb5y+ipbRRe8cFrPmwYGFquo6I9UHT7Y6k09lRZ9eOmbGilA4bVMftWw40l93ZzYDAMAOcpyLyA7SHzdJR0tlxlanBnoH6Ym1kqK6+R7n+M/35owYfiOpqSUvcMt0be3RepqqutY3gjtAy5W1ZpPn2zcCEGAzb6zpOvLP30V2aKtxDNBtyTwrIrCL4JITi8rzO3+a7ATs6z0ogdgfCC77UFQOAAAwq/LSEr9nNbQDAACjva21tY3J4TA76FQqlcHkAABYbfUZSfE/KLUsAACb0dpKbWOwOBzQUpHrfXXzIEThUmQlAAB0lJ0aI6pteSq+oDCvsBpuMmEzWgoyUzILK2l0WmtbByQYWm3ht8TvJfV0AACHxaC1Uts6mBwOi06jtbZ1sHrHIILYRUAlC67VnonK/dtuS+ZXYHeycQAAndTanMzsmhZaaxutvZMDAKA1lCQnJBXWdCWEYtEpmUmJ6QU0JgAAMOi0VlpbJ5vTSa1M+XJ7kgoy43QAGwAAWH7nJyFDF7+Pyc/NLWjuBAAADoNalJ2aUVDV0cloa6XSO9mw52QmJ2XCngM4dForjdbO5nAY9NZWWhuTLVBjuS9xdun2tzjN/2pFBHYRXPIeiNoTssNSHs9Lgvvcl9zfJC6ZXwn8ftLtZZ+JylUs5hLzW1ylmM+JLtuVpcWnbXtYRecAAEBnzb0VE+YffYru1+AhNtet/1b5b7lQgYlbxF2qIHbp9hJ7UxCt9kxU7t92WzK/AruVjYcp8I3le12f6jZNTVZ1yoaw0lYAAABskrPVKLMD/91Lx6N/8i8P+wmjYX6N5b7E2aXb32Jv9qAibAk8/ytIgT0TlRh8yU6IPgetjpKentPQ3vU+yGE111ZWNVDxG4eF+D8OZltDTkY6pa4NvdPeUlte1dAhtPT/FEKyE0IIIf4K/EayayvPDg0ILmjq5Lqf6eft86O2neev2CxGB0ugQSmL2cEQPir/V+j4mfj1XWhaKXe25M7GsuiAr2mVrQKXxe5kMAQyOYfJYHQK9E0hfgM6agrD/f2z6ujc/4gJ8g75Xsn7ZxwWo0OgpNrQ+XslIiF+I9kVeZ4aozL0RuJP3P3aqBcbLSyefm/k/kld1LN/tuyJxQc05IFC76sbd5/OFiiDmhC/AU3519eY7nYJ7uD6TzP5xazBUrb+5YIVVHPTesulV0ndf7E959S6jQ8DCn5RUCH6DNX+tyYPVjgZUor/x89vJ3ea77xD4vEbavKJXRsd/fEnf3mgKmjXlu3uiVxM2nfoM7KrziY9feju5Xb32LFTrgE/WABQXh7SlpK/nlRXnPj5wjHbg4dPOr2PaQGgNTPk8rFToSU/8+MDnj72ePv0+vGTZ9/ElnY25l1apCUmpfyPc0hdByP16+PjdrYnb77KbQLMstj7t+6HZDS2l8c6PXjy9etnO2NFsUE6h16TmgR7ZgjRazBzIz1PHbE9cuZuTEETYNS9PW93PyC1vjrrlbPbu1ePzxw97ugZQwWgLe75dCnE9MC582ftLz36VNEGAGhP/vLkmJ3t6RtuPxoBYNcEez959OTpjatOj6/sH4qI6Zvtji1qpFZ8e3D2mN2RM16xhRzQEeNx997byKb2tljPew+9/N/f2iONiBmtOJFYKsDDUIjeg9kQ8/WZy6t3zpdOnHRwSq1jNQTc0BUXPRRSBegVX55etTtw4ITD7fCcn6CD8tzx2G2fPEAv/eL11O31u7tnj5+9/jKvtibKaYOkhNjEVTfSKtqacsOunjx06MTlwLQawKn1cbnj9jmJzqz99PjhKx/fZ2cXImKys3c+ya7m/c7Xe/QZ2UU/3oMgyEizZQsMh4nLjXHLo1W+O62rrHHVN/jMUr2xFussZ+v3E9VyzW+r/XxBExG/+q3ole08BEHM1lpNHiIup78lPifexlgRERGffcw18MVZPXVls7VbjDUUjXc7lZTHrxveT9l41Toz3QHqC156v9wwfgAiLrvQ3qsW/5YsxG9BRcJzQwXZMbMWGWlLaVvdLqJk7ByCGJ3xSot5qoggypPmLZtrIN5/8LmIkraUd7NkEZlxFqvmThRBBhz2p+QF3NSXl5u7ftP0EaoGG5401EWvHIsgCDJYf/nu1UuH9BMdMtLcLTTg8BwdjfHzN640Gqg6+11yaciN5Qiitm2PpZLkgNWXXz8/uVocQTTGLvuU29S9uEL0HvRU65kiCKK5fPUibWnxiVsfp365ayAnfTa2KvvTlYnqo9du3zBaoZ/6wgc/ayMXj0XG7A8HdV+nqiKI0oyNK2aIIAPWXnj38vyS/ggyxHDvl4A3VlO0dKavXjdXR3GiVXB+tcfeCYj8xJ2blihIKNq6vL+5ezqC9NM2PRRf8rsGd31GdrHPbQYgmg+Tqaxy32kaorNvfCt5f3aUgsr1mNKs2E/3rp9ePV23PyJxLKq2zu+GnqyC43fK66NLpWVnkmjM2PMrlQaOfl/HSTi9QEl7WkDtz4dLR8lpGD/2/Xz3Hz1kwISPBaAt5cl4KQRBtK6FlAEAvDaMUZqwlNQsnMD5M2D6OUxBhi6NKGW2Vv+IzyilVaZaayGzL37IiHs+FJE/7JXF6sjcOqWfhvW7cvIbE1lk+bNsduVX09GS5uc87+wyEFGc5/r58+1NhqISo15F+2+cJqM8+2I5ld5R7j9JSvkfx/DK5JvyiMKqE899vW6MQ5BpZz8D0HTDUhdBEF2rO00A0DJfaCLKds8ShCb/Q2hP3zdfTs748k8mK+LsEhVto1v3r0xTkDkeXkWvzvN9/sDeZsOIQeKy+gcoZRGWRrJTDkeBOn/jUZIGe752sjKWDBBaIm4AAAZmSURBVB8yeYN7beYDLTWV/W/LKR7bJKQUt93+5Pv0oBQiuvl+EmAV2cxUQBDE7MS7TgDqAvcPUNJx+FLdvWA9RZ+RXcyzg1LISK9iABikefoS0+xji9+fG6uqfvzZi436qoZr9h7ftnyo2ICjUXUo2XkeXao4xDIPgLTr64Yq636oB9/OLhiiMyuaSnW0GCWnPHbH0RMHt29at/NCahWg5XsZySEIMuxWZA0A4N3GMUOmWKYI32H/EDo/HtdFRm74TgUAUIvyin+WJe3UFpl98UNG3DM1ZPDl0BoAamznySivf1Ua42kqL7LrazVoDp07ceCCE88ubRsjomi42+7ovu1bNu6/EJ3sbzVNbszuzwAAUBs4UXLI7ocJNUkXpEUVZizbdfzIgS3r113wSQHsZpftExAEGbvZ6ScA9OyXGojqiTeZ/2NN/D1oT983X05xoQsAIOvOBo3hEy/eujRj8ECHqLxQpx1Kg8btOXFikcEwJf39RWURlkZyUw5HgTq/mXoycy8kAUCxHK09bZN7fbaTtrra0S+NlGcbpaTkzLYcOm67c/26f56F5ANG9VkLJQRBzM9+YgLQEHxQcojujXBqt3L1GH1GduQXR6SQfsY77a/ZLJcTH3iWVFfmeXSYrMzaE4e1EWTRqQdOR1aJIcg/X8pqPl0YiohcSip0228mMmBBBgBJ9otlxNU8a0DalcVi4vIHXpLeHVk4SEXnmNPzo8tmLD/8kFKdvm+S/CADi8WGmlJaC4JLaP77JiHyWsfffG/FJ1wV4rcgy/eUcj+FtccdT/0zQ2P6AXIyebsyMuX064wEj+GI6Kil+26e36Mpjqx/mdYU/2ICgmz4UAbqvxpqItPO+AXd3S4vPvKk02M7q/kLdj5vrA6z0EW0tr4HALBrQqeJ9Zu47Ih/tOdsZcVpVmce37IzMlzlnVwS83TbABFlq40L5frLbHGKrM3/OBpBjDeeS6xq61ZaIfoA7Rk2CxWQAZPO3LyxcqySxqyjIa+vjBYVPR0Y57h5FCJm4vTqyXJ9GUTFKqMgaJE+MmpPGKj9NHEoYngiBoA8C5WB+iueNBS4asuJTtnqEufrMGqI4rz9d5zPrjWwsA7KqflyepaovO7a5bNlJAYd+5BbF3tmQH/J+XufUZp+l3377jXWzU4OUZ2/xGKWiekW+9eNADREv9iz6Z93cYnOh1aZmJpt27N3y861l/2LfiZ577Va51NYE/n84rrNV0sBKHx/feumPaQmQEt/s3b2DJO1l79lZTifWGs603im2RrXyKKSqMcrFq14GFbenOVluWDpzY+pRWTXJTOnm267X9jcVy0QghDM+g9XrE2Mp083nnfGI76NWuG8Y8mpt7HZsU+1RAbPmGc+d5bp0j23CzoAsyDs6JolDxIaAPX76X0rj7/OAW2UR4dWm5gYG89e/SCIwqJnXzm05oBzPAAAMKpfHFlpbGxyNSA15fO9VbNNjY1nbjzjXlxb9GDXUquTz6qojZ7HVy7e9yCrOP/RXgtj47l3SVyrgUL8DrRn2CweLDHcbMW82cazrNyT6qlpXw5YrvbMbiwluVnOMp21aKOt9Y4du899L0y+eXTtoWc/QHPSib1rTr/OBaDq6u7thx2DOhhF17dbTDde6knKiHp10cJ0pvFMk/33/Gsqkk6sW7zr6ufmNsr1LYs3nXtZVJZyxsp0hsnaz+kCLN32CH23QPFkdz9k3IfsJiaTx34QOk3gSUdme1vHfxYdOlpbuHc2/BeMNnqncKPdHwWzjdr276kDSug1GUT1emABi92NLTpaW/iNwum0tv/srWR3UGkES06cNlq7cLvRHwI91XqWxOBVrlQWi8d0EaudLtjmSABYNNRqnTRqO8GvmDR6x++bk+0zsssNd91geYRc8buWjYX4/xN1mb7bVlv7pNR2/1Uh/m+hs/SZw+ZdN0OIBhz/pyA8LiaEEEL8FRCSnRBCCPFXQEh2QgghxF8BIdkJIYQQfwWEZCeEEEL8FRCSnRBCCPFXQEh2QgghxF8BIdkJIYQQfwWEZCeEEEL8FRCSnRBCCPFXQEh2QgghxF8BIdkJIYQQfwWEZCeEEEL8FRCSnRBCCPFXQEh2QgghxF8BIdkJIYQQfwWEZCeEEEL8FRCSnRBCCPFXQEh2QgghxF8BIdkJIYQQfwWEZCeEEEL8Ffh/IEU1rIRV9l4AAAAASUVORK5CYII=" /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<span style="font-family: "Times New Roman","serif";"><span style="mso-tab-count: 2;"> </span></span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<span style="font-family: "Times New Roman","serif";"><span style="mso-tab-count: 3;"> </span><span style="mso-spacerun: yes;"> </span>Fig- Cryptography process</span></div>
<div style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";">Plaintext</span></b><span style="font-family: "Times New Roman","serif";">- Original Data to be transmitted.</span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";">Ciphertext
</span></b><span style="font-family: "Times New Roman","serif";">- Modified or
encrypted data.</span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";">Cryptography</span></b><span style="font-family: "Times New Roman","serif";"> <b style="mso-bidi-font-weight: normal;">key: -</b> By using key, one can decrypt the ciphertext and get
original data. Two types of key are there, public key and private key.</span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">An overview of some cryptographic
techniques is given below:-</span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";">1. RSA algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="background: white; font-family: "Times New Roman","serif";">RSA uses a<span class="apple-converted-space"> </span><i>public key</i><span class="apple-converted-space"> </span>and a<span class="apple-converted-space"> </span></span><span style="background: white; font-family: "Times New Roman","serif"; mso-bidi-font-style: italic;">private key</span><i><span style="background: white; font-family: "Times New Roman","serif";">.</span></i><span class="apple-converted-space"><span style="background: white; font-family: "Times New Roman","serif";"> </span></span><span style="background: white; font-family: "Times New Roman","serif";">The public key is
designed for everyone to encrypt a original data. The original data which is to
be transmitted is encrypted using public key and by using private key it can be
decoded in a reasonable amount of time. If a message M is transmitted than
ciphertext would be</span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="background: white; font-family: "Times New Roman","serif";">C=M<sup>E </sup>mod
n.</span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="background: white; font-family: "Times New Roman","serif";">Where E is
public key and n is product of two prime numbers.</span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";">2. RC4 algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<span style="font-family: "Times New Roman","serif";">It is a stream cipher with byte
oriented operations whose key size can be varied. Random permutations are used
in this algorithm for encryption and decryption process. Length of the key can
be in between 1 and 256 bytes <span style="background: #FBFBFB; color: #333333;">to
initialize a 256-byte state table. This state table is used to generate a
sequence of pseudo random bytes and a stream. By xoring this stream with the
plaintext, we get a ciphertext</span><span style="background: #FBFBFB;">. Each
and every element in the state table must be swapped at least once. Limitation
of RC4 is that in every 256 keys there is one weak key. </span></span></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";">3.
DES algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; text-align: justify;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="color: black; font-family: "Times New Roman","serif";">Data Encryption
Standard (DES) is a symmetric key algorithm that encrypt 64-bit blocks of
plaintext into 64-bit of ciphertext by using 56-bit long keys. The encryption process
completes in 16 rounds. </span><span style="font-family: "Times New Roman","serif";">DES
encryption/decryption times are faster than those of RC4 encryption/decryption
times. <span style="mso-spacerun: yes;"> </span>DES is used to secure
confidential information of smart cards and ciphering of images and so on.<span style="color: black;"></span></span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";">4. 3DES algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="color: black; font-family: "Times New Roman","serif";">It is also </span><span style="font-family: "Times New Roman","serif";">Symmetric Key Algorithms</span>. It
is called <span style="color: black; font-family: "Times New Roman","serif";">Triple<span style="mso-spacerun: yes;"> </span>DES(3DES) because it encrypts<span style="mso-spacerun: yes;"> </span>original data<span style="mso-spacerun: yes;">
</span>three times as compared to DES, first encrypted it with 56-bit key K by
applying DES encryption and then applying DES decryption<span style="mso-spacerun: yes;"> </span>with 56-bit key K2 final applying DES 56-bit
key K1. Same operation takes place for Decryption but in reverse order.</span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";">5. IDEA algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="background: white; font-family: "Times New Roman","serif";">IDEA (international
data encryption algorithm) operates on 64-bit<span class="apple-converted-space"> </span></span><span style="background: white; font-family: "Times New Roman","serif";">blocks</span><span class="apple-converted-space"><span style="background: white; font-family: "Times New Roman","serif";"> </span></span><span style="background: white; font-family: "Times New Roman","serif";">and uses a key
of length 128-bit, and consists of a series of eight similar rounds or stages
and a half output stage. Thus a total of 8 and half rounds are needed to
encrypt message. IDEA is a much secure method of encryption because of its different
operations such as-<span class="apple-converted-space"> </span></span><span style="background: white; font-family: "Times New Roman","serif";">modular</span><span class="apple-converted-space"><span style="background: white; font-family: "Times New Roman","serif";"> </span></span><span style="background: white; font-family: "Times New Roman","serif";">addition and
multiplication, and bitwise<span class="apple-converted-space"> </span></span><a href="http://en.wikipedia.org/wiki/XOR" title="XOR"><span style="background: white; font-family: "Times New Roman","serif";">exclusive OR (XOR)</span></a><span class="apple-converted-space"><span style="background: white; font-family: "Times New Roman","serif";"> </span></span><span style="background: white; font-family: "Times New Roman","serif";">— which are algebraically incompatible in some manner. It
used in steganography and other applications.</span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="background: white; font-family: "Times New Roman","serif";">6. AES algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="font-family: "Times New Roman","serif";">AES is Symmetric Key Algorithms. Three
different keys of different sizes can be used in this algorithm</span> <span style="font-family: "Times New Roman","serif";">such as: 128, 192, or 256 bits
long keys. If we use 128 bit key than 10 rounds are needed for encryption, if
192-bit key is used than 12 rounds needed, and for 256-bit keys, 14 rounds
needed. <span style="background: white;">AES is more protected than DES and 3DES,
as this algorithm uses longer length key. AES provides faster encryption than
DES and 3DES, and this feature of AES makes it ideal for software applications and
those of hardware which require low-latency or high throughput.</span></span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="background: white; font-family: "Times New Roman","serif";">7</span></b><span style="background: white; font-family: "Times New Roman","serif";">.</span><b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";"> Blowfish algorithm</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<span style="color: black; font-family: "Times New Roman","serif";">Blowfish is a
symmetric block cipher just like DES or IDEA. It takes a variable-length key. It’s
key length could be in between 32 to 448 bits. It is designed such as it is a
speedy alternative to that of existing cryptographic algorithms.</span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";">Comparison
in terms of encryption time(TE), decryption time(TD) and total time(TT) as per
literature survey</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="font-family: "Times New Roman","serif";"><span style="mso-tab-count: 2;"> </span></span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";"><span style="mso-tab-count: 2;"> </span></span></b><img alt="" src="data:image/png;base64,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" /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";">Comparison of encryption algorithms on the bases of <a href="http://www.siliconmentor.com/fpga-system-generator/" target="_blank">hardware implementation</a> as per the literature survey</span></b></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; mso-layout-grid-align: none; text-align: justify; text-autospace: none;">
<b style="mso-bidi-font-weight: normal;"><span style="color: black; font-family: "Times New Roman","serif";"><span style="mso-spacerun: yes;"> </span></span></b><img alt="" src="data:image/png;base64,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" /></div>
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves>false</w:TrackMoves>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:10.0pt;
mso-para-margin-left:0in;
line-height:115%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]--></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-53174484315375435772015-03-18T01:49:00.000-07:002015-08-24T00:43:43.716-07:00 M.Tech Thesis Directions: Choosing a Research Topic<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="text-align: justify;">
M.Tech Thesis/dissertation seems
to be a formidable task to the students as it requires selection of unique
topic, implementation of the base paper, doing research in the base paper,
writing a scholarly report, paper publication etc.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
With limited resources made
available by the academics, most of the students hire an external guide or
tutor for the research guidance to help them accomplish their dissertation
work.</div>
<br />
<div class="MsoNormal" style="text-align: justify;">
The selection of research topic
for the M.Tech thesis is the most crucial step for beginning the thesis
work.<span style="mso-spacerun: yes;"> </span><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpCnqMig9okcjaxKMqMEAL_4Cs9Cre35LMytbavGgy5k3yMgEXiMW4PvxHx_GLuvNIvc59dsdH-KUqjchIWYvgX-kEQTw1sYP-4eqw5fA6-jZtOW6_jQN41SL4gUxlbXqqTFDolHfw3kJy/s1600/m.tech+thesis.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="M.tech Thesis Guidance" border="0" height="192" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgpCnqMig9okcjaxKMqMEAL_4Cs9Cre35LMytbavGgy5k3yMgEXiMW4PvxHx_GLuvNIvc59dsdH-KUqjchIWYvgX-kEQTw1sYP-4eqw5fA6-jZtOW6_jQN41SL4gUxlbXqqTFDolHfw3kJy/s400/m.tech+thesis.jpg" title="M.tech Thesis" width="400" /></a></div>
</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
Here are a few guidelines for the
selection for Research topic for M.Tech/PhD Thesis:<br />
<br />
<ul style="text-align: justify;">
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>It’s
almost impossible to come up with a completely new idea. Every discovery or
research depends on existing methodologies or technology. The existing
technology or theory can be rolled in a new way to make it applicable for the
new problem. So, never pick up any hypothetical topic for the research.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Aim
for a specific result that nobody has achieved ever before as Watson and Crick
aimed to discover DNA.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Apply
a new methodology in the existing technology to contribute to the technology.
The methodology should be new to the problem statement addressed in the
research.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Choose
a specific subject for the research i.e. VLSI from ECE, Digital image
processing form CSE etc.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Read
some standard papers from reputed journals such as IEEE or Sciencedirect to
find about the work going on in the subject selected by you.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Be
aware of the resources and tools you have for your research.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Never
sit and wait for one specific idea, instead gather several ideas no matter if
this seems to be crazy at first.<span style="mso-spacerun: yes;"> </span>Once
you are opted with a number of ideas you can choose a specific out of those.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Gather
good data before going for implementation and facilitate yourself with the
resources in the initial phase that you are going to use in the implementation.</li>
<li><span style="mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Consider
multiple ideas for the topic selection for your <span style="color: red;"><a href="http://www.siliconmentor.com/research-projects-for-m-tech/" target="_blank"><span style="color: red;">M.tech thesis</span></a></span>, eliminate the outdated after studying
the research papers and go for the unique one before initiating the
implementation.</li>
</ul>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-59830464366786896642015-03-17T04:47:00.001-07:002015-05-07T00:30:12.728-07:00Some Crucial Steps to Pick a PhD Project<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br /></div>
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin:0in;
mso-para-margin-bottom:.0001pt;
text-align:justify;
line-height:11.45pt;
mso-line-height-rule:exactly;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
</div>
<div style="margin-bottom: .0001pt; margin-bottom: 0in; text-align: justify;">
This
article is focused on conventional as well as modern ways to choose a PhD project.
There are several PhD projects that will make you confuse such as VLSI, Digital
Signal Processing, and Digital Image Processing when you start researching what
is out there, though having an idea in advance about the most significant areas
of research and development will help to choose a better research area. Silicon
Mentor understands the need of current researchers and students and provides
them full support in terms of best real time research area selection and
complete guidance up to the project completion. Silicon Mentor believes in the
theory of knowledge sharing, to accomplish this it provides a new category of
professors and mentors.</div>
<div style="margin-bottom: .0001pt; margin: 0in; text-align: justify;">
<br /></div>
<div style="margin-bottom: .0001pt; margin: 0in; text-align: justify;">
Silicon Mentors
usually recommends to make a list of topics and general areas within your area
of interest. There is another way to find some of the unique <span style="color: red;"><a href="http://www.siliconmentor.com/phd-thesis/" target="_blank"><span style="color: red;">PhD projects</span></a></span> to
search online. There are many numbers of websites which provides a list of
standard and unique topics of PhD research areas in all over the world. However,
you will find a number of PhDs in the general research area, specific subject
areas such as VLSI, DSP and DIP will not mentioned on these-websites.<br />
<br style="mso-special-character: line-break;" /></div>
<div style="margin-bottom: .0001pt; margin: 0in; text-align: justify;">
Therefore one
should use general search as well some specific search techniques. The search
should contain the university’s prospective supervisors search or general
research direction of particular university. Some Times it is worthwhile to
contact prospective supervisors directly and ask him for their ability to offer
you a sufficient environment for your PhD.</div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0tag:blogger.com,1999:blog-5473535558453112369.post-45134328045208871752015-03-11T00:19:00.000-07:002015-03-11T00:29:55.727-07:00Interplay Between Biology and Technology<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: justify;">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--></div>
<div style="text-align: justify;">
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEie7Ni8U8rMRS4GhFpZOqPyNtgiknRZnaEoGUiNZwf-wH_uLBFYDe3CJTyh-mkEUUtNx4l2UqHzQ8LRKeDxZzHBuWSR_YfCGTjrkXq8jhjR3M0LqTxPPFgg7DKaZeAEAgVLWBKfhxWvUNLK/s1600/46551093.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="Biotechnology" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEie7Ni8U8rMRS4GhFpZOqPyNtgiknRZnaEoGUiNZwf-wH_uLBFYDe3CJTyh-mkEUUtNx4l2UqHzQ8LRKeDxZzHBuWSR_YfCGTjrkXq8jhjR3M0LqTxPPFgg7DKaZeAEAgVLWBKfhxWvUNLK/s1600/46551093.jpg" height="223" title="Biomedical Technology" width="320" /></a></div>
<br />
<span style="font-family: "Times New Roman","serif"; line-height: 115%; mso-bidi-font-size: 14.0pt;">We know that
biology is the study of life and living organisms with their evolution,
function and growth and technology is the collection of the techniques,
processes and methods used in the production of any goods such as scientific
investigation.<span style="mso-spacerun: yes;"> </span>Biology mainly is an
investigation to human health related processes. In today’s world, human birth
rate is more than the death rate and it is only due to the merging of biology
and technology because technology processes the human biology in a better and
safer way. So, biotechnology (biology + technology) is the use of living things
in any technical application or use of the technical things in particular
application of human life. People have used biotechnology in many fields such
as food production, agriculture, medicine, genetic engineering and in
industries to make chemicals, textiles, papers and Biofuels. </span></div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Times New Roman","serif"; line-height: 115%; mso-bidi-font-size: 14.0pt;">About
biotechnology, we can say that it is the combination of human technology with
human intelligence. <a href="http://www.siliconmentor.com/" target="_blank"><span style="color: red;">Biomedical technology</span></a> is also the part of biotechnology in
which technology plays main role as medicine to check and enhance human health
with or without the help of a doctor. Our body parts, which are the part of
biological study, are tested by the technical equipment using different biomedical
signals (i.e. electrocardiogram, electroencephalogram, electrooculography,
carotid pulse, phonocardiogram, and speech signals) that are generated by our
body. Nanotechnology (Nano Science + Technology) also play a vital role in
developing medicines and equipment which increase the human health rate. </span></div>
<div style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-family: "Times New Roman","serif"; line-height: 115%; mso-bidi-font-size: 14.0pt;">Today’s
bio-technical devices (healthcare devices) are easily available in the market
due to their low cost and effectiveness in measurement of every health related
problems. According to the healthcare
device indications, our body can be checked up by the doctor when required
otherwise we can take required medicines to overcome our body issues. In these
days, problems in the human health are increasing due to pollution and low
nutrient food. Only due to the advancement in the biotechnology, average age of
human living is increased that makes biotechnology more important in the lives
of people. <a href="https://www.blogger.com/null" name="_GoBack"></a></span></div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com1tag:blogger.com,1999:blog-5473535558453112369.post-31544412187738144752015-03-10T03:17:00.003-07:002015-08-12T04:35:00.138-07:00An Edge to VLSI Implementation of Digital Signal Processing Algorithms<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if gte mso 9]><xml>
<o:DocumentProperties>
<o:Version>12.00</o:Version>
</o:DocumentProperties>
</xml><![endif]--><br />
<!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves/>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-US</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:DontVertAlignCellWithSp/>
<w:DontBreakConstrainedForcedTables/>
<w:DontVertAlignInTxbx/>
<w:Word11KerningPairs/>
<w:CachedColBalance/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"
DefSemiHidden="true" DefQFormat="false" DefPriority="99"
LatentStyleCount="267">
<w:LsdException Locked="false" Priority="0" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" Priority="39" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" Name="toc 9"/>
<w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" Priority="10" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" Priority="11" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" Priority="22" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" Priority="59" SemiHidden="false"
UnhideWhenUsed="false" Name="Table Grid"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" UnhideWhenUsed="false" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" SemiHidden="false"
UnhideWhenUsed="false" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" SemiHidden="false"
UnhideWhenUsed="false" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" SemiHidden="false"
UnhideWhenUsed="false" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" SemiHidden="false"
UnhideWhenUsed="false" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" SemiHidden="false"
UnhideWhenUsed="false" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" SemiHidden="false"
UnhideWhenUsed="false" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-qformat:yes;
mso-style-parent:"";
mso-padding-alt:0in 5.4pt 0in 5.4pt;
mso-para-margin-top:0in;
mso-para-margin-right:0in;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0in;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri","sans-serif";
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-bidi-font-family:"Times New Roman";
mso-bidi-theme-font:minor-bidi;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="text-align: justify;">
The implementation of digital
signal processing algorithms and availability of the digital systems have become
more widespread since last two decades due to easy availability of digital
systems. Earlier analog processors were used to perform the signal processing
due to unavailability of digital processors.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
The digital signal processing
became feasible to be performed in real time in the recent times due to
hardware implementation of the algorithms developed in signal processing. It is
all because of the requirement of higher level computations in the
signal processing especially for the real time applications.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
The demands for the high level
computation systems combined with the performance of the VLSI architectures
which led to the development of VLSI Digital signal processors such as
TMS320(1982) and DSP56001(1987). The developers are left with enormous specific
architectures of DSP with the ease in development of VLSI designs.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
The most common and usually
employable DSP techniques are the FFT computing, FIR and IIR digital filters.
These techniques require the three basic operations i.e. multiplication,
storage and addition and these operations can easily be performed with the VLSI
oriented architectures for Digital signal processing architectures. </div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
The architectures developed
through the <span style="color: red;"><a href="http://siliconmentor.blogspot.in/2014/08/what-is-vlsi-why-we-need-vlsi.html" target="_blank"><span style="color: red;">VLSI</span></a></span> implementation for DSP applications generally make use of
parallel processing, multiprocessing, array processors, RISC i.e. Reduced
instruction set and <span style="mso-spacerun: yes;"> </span>pipelining for the
very high processing.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
The architectures developed for
the Digital signal processing applications are tested and brought to the real
time implementation through VLSI only. The most commonly and preferably used hardware
for the implementation of DSP algorithms in VLSI is the FPGA. FPGA
implementation of the <span style="color: red;"><a href="http://www.siliconmentor.com/dsp-projects/" target="_blank"><span style="color: red;">digital signal processing</span></a></span> algorithms makes it possible to
develop a VLSI architecture for the high computation processing and
multiprocessing at the real time.</div>
</div>
Anonymoushttp://www.blogger.com/profile/15924229147764380085noreply@blogger.com0