Key Papers in the Development of Information Theory

Key Papers in the Development of Information Theory PDF Author: David Slepian
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
ISBN:
Category : Computers
Languages : en
Pages : 478

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Key Papers in the Development of Information Theory

Key Papers in the Development of Information Theory PDF Author: David Slepian
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
ISBN:
Category : Computers
Languages : en
Pages : 478

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Book Description


Information Theory, Inference and Learning Algorithms

Information Theory, Inference and Learning Algorithms PDF Author: David J. C. MacKay
Publisher: Cambridge University Press
ISBN: 9780521642989
Category : Computers
Languages : en
Pages : 694

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Table of contents

The Mathematical Theory of Communication

The Mathematical Theory of Communication PDF Author: Claude E Shannon
Publisher: University of Illinois Press
ISBN: 025209803X
Category : Language Arts & Disciplines
Languages : en
Pages : 144

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Book Description
Scientific knowledge grows at a phenomenal pace--but few books have had as lasting an impact or played as important a role in our modern world as The Mathematical Theory of Communication, published originally as a paper on communication theory more than fifty years ago. Republished in book form shortly thereafter, it has since gone through four hardcover and sixteen paperback printings. It is a revolutionary work, astounding in its foresight and contemporaneity. The University of Illinois Press is pleased and honored to issue this commemorative reprinting of a classic.

Introduction to Coding and Information Theory

Introduction to Coding and Information Theory PDF Author: Steven Roman
Publisher: Springer Science & Business Media
ISBN: 9780387947044
Category : Computers
Languages : en
Pages : 344

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Book Description
This book is intended to introduce coding theory and information theory to undergraduate students of mathematics and computer science. It begins with a review of probablity theory as applied to finite sample spaces and a general introduction to the nature and types of codes. The two subsequent chapters discuss information theory: efficiency of codes, the entropy of information sources, and Shannon's Noiseless Coding Theorem. The remaining three chapters deal with coding theory: communication channels, decoding in the presence of errors, the general theory of linear codes, and such specific codes as Hamming codes, the simplex codes, and many others.

Entropy and Information Theory

Entropy and Information Theory PDF Author: Robert M. Gray
Publisher: Springer Science & Business Media
ISBN: 1475739826
Category : Computers
Languages : en
Pages : 346

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Book Description
This book is devoted to the theory of probabilistic information measures and their application to coding theorems for information sources and noisy channels. The eventual goal is a general development of Shannon's mathematical theory of communication, but much of the space is devoted to the tools and methods required to prove the Shannon coding theorems. These tools form an area common to ergodic theory and information theory and comprise several quantitative notions of the information in random variables, random processes, and dynamical systems. Examples are entropy, mutual information, conditional entropy, conditional information, and discrimination or relative entropy, along with the limiting normalized versions of these quantities such as entropy rate and information rate. Much of the book is concerned with their properties, especially the long term asymptotic behavior of sample information and expected information. This is the only up-to-date treatment of traditional information theory emphasizing ergodic theory.

Key Papers in the Development of Coding Theory

Key Papers in the Development of Coding Theory PDF Author: Elwyn R. Berlekamp
Publisher:
ISBN: 9780879420321
Category : Coding theory
Languages : en
Pages : 0

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Third Generation Wireless Systems: Post-Shannon signal architectures

Third Generation Wireless Systems: Post-Shannon signal architectures PDF Author: George M. Calhoun
Publisher: Artech House
ISBN: 1580530435
Category : Technology & Engineering
Languages : en
Pages : 490

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Book Description
Annotation Offers you an in-depth understanding of the fundamental concepts underlying today?s most advanced wireless architectures, with a special emphasis on physical layer techniques and philosophies used in constructing interference-resistant wireless signals. You find in-depth coverage of a wide range of critical topics, including signal hardening, signal shaping techniques, signal expansion techniques, and active receiver concepts and techniques. A common theoretical framework is developed around the idea of a post-Shannon approach to designing communications systems. In many ways, modern wireless technology is pushing beyond the conventional limits of Claude Shannon?s celebrated communications theory. Topics like multipath fading and other channel phenomena are viewed in a new light no longer as simply unavoidable sources of degradation, but as potential resources for additional information and signal robustness.

Claude E. Shannon

Claude E. Shannon PDF Author: Claude Elwood Shannon
Publisher: Wiley-IEEE Press
ISBN:
Category : Biography & Autobiography
Languages : en
Pages : 980

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Book Description
This important book, the first published collection of papers by Claude E. Shannon, is a fascinating guide to all of the published articles from this world-renowned inventor, tinkerer, puzzle-solver, prankster, and father of information theory. Includes his seminal article THE MATHEMATICAL THEORY OF COMMUNICATION.

Information Theory

Information Theory PDF Author: Imre Csiszár
Publisher: Elsevier
ISBN: 1483281574
Category : Mathematics
Languages : en
Pages : 460

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Book Description
Information Theory: Coding Theorems for Discrete Memoryless Systems presents mathematical models that involve independent random variables with finite range. This three-chapter text specifically describes the characteristic phenomena of information theory. Chapter 1 deals with information measures in simple coding problems, with emphasis on some formal properties of Shannon’s information and the non-block source coding. Chapter 2 describes the properties and practical aspects of the two-terminal systems. This chapter also examines the noisy channel coding problem, the computation of channel capacity, and the arbitrarily varying channels. Chapter 3 looks into the theory and practicality of multi-terminal systems. This book is intended primarily for graduate students and research workers in mathematics, electrical engineering, and computer science.

Information Theory and Network Coding

Information Theory and Network Coding PDF Author: Raymond W. Yeung
Publisher: Springer Science & Business Media
ISBN: 0387792341
Category : Computers
Languages : en
Pages : 592

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Book Description
This book is an evolution from my book A First Course in Information Theory published in 2002 when network coding was still at its infancy. The last few years have witnessed the rapid development of network coding into a research ?eld of its own in information science. With its root in infor- tion theory, network coding has not only brought about a paradigm shift in network communications at large, but also had signi?cant in?uence on such speci?c research ?elds as coding theory, networking, switching, wireless c- munications,distributeddatastorage,cryptography,andoptimizationtheory. While new applications of network coding keep emerging, the fundamental - sults that lay the foundation of the subject are more or less mature. One of the main goals of this book therefore is to present these results in a unifying and coherent manner. While the previous book focused only on information theory for discrete random variables, the current book contains two new chapters on information theory for continuous random variables, namely the chapter on di?erential entropy and the chapter on continuous-valued channels. With these topics included, the book becomes more comprehensive and is more suitable to be used as a textbook for a course in an electrical engineering department.