Rate Distortion Theory for Sources with Side Information
Author: Barry Michael Leiner
Publisher:
Published: 1973
Total Pages: 206
ISBN-13:
DOWNLOAD EBOOKRead and Download eBook Full
Author: Barry Michael Leiner
Publisher:
Published: 1973
Total Pages: 206
ISBN-13:
DOWNLOAD EBOOKAuthor: Jerry Gibson
Publisher: Morgan & Claypool Publishers
Published: 2013-12-01
Total Pages: 129
ISBN-13: 1598298089
DOWNLOAD EBOOKThis book is very specifically targeted to problems in communications and compression by providing the fundamental principles and results in information theory and rate distortion theory for these applications and presenting methods that have proved and will prove useful in analyzing and designing real systems. The chapters contain treatments of entropy, mutual information, lossless source coding, channel capacity, and rate distortion theory; however, it is the selection, ordering, and presentation of the topics within these broad categories that is unique to this concise book. While the coverage of some standard topics is shortened or eliminated, the standard, but important, topics of the chain rules for entropy and mutual information, relative entropy, the data processing inequality, and the Markov chain condition receive a full treatment. Similarly, lossless source coding techniques presented include the Lempel-Ziv-Welch coding method. The material on rate Distortion theory and exploring fundamental limits on lossy source coding covers the often-neglected Shannon lower bound and the Shannon backward channel condition, rate distortion theory for sources with memory, and the extremely practical topic of rate distortion functions for composite sources. The target audience for the book consists of graduate students at the master's degree level and practicing engineers. It is hoped that practicing engineers can work through this book and comprehend the key results needed to understand the utility of information theory and rate distortion theory and then utilize the results presented to analyze and perhaps improve the communications and compression systems with which they are familiar.
Author: Kenneth James Kerpez
Publisher:
Published: 1986
Total Pages: 88
ISBN-13:
DOWNLOAD EBOOKAuthor: Guy Keshet
Publisher: Now Publishers Inc
Published: 2008
Total Pages: 154
ISBN-13: 1601980485
DOWNLOAD EBOOKChannel Coding in the Presence of Side Information reviews the concepts and methods of communication systems equipped with side information both from the theoretical and practical points of view. It is a comprehensive review that gives the reader an insightful introduction to one of the most important topics in modern communications systems.
Author: Abbas El Gamal
Publisher: Cambridge University Press
Published: 2011-12-08
Total Pages: 666
ISBN-13: 1139503146
DOWNLOAD EBOOKThis comprehensive treatment of network information theory and its applications provides the first unified coverage of both classical and recent results. With an approach that balances the introduction of new models and new coding techniques, readers are guided through Shannon's point-to-point information theory, single-hop networks, multihop networks, and extensions to distributed computing, secrecy, wireless communication, and networking. Elementary mathematical tools and techniques are used throughout, requiring only basic knowledge of probability, whilst unified proofs of coding theorems are based on a few simple lemmas, making the text accessible to newcomers. Key topics covered include successive cancellation and superposition coding, MIMO wireless communication, network coding, and cooperative relaying. Also covered are feedback and interactive communication, capacity approximations and scaling laws, and asynchronous and random access channels. This book is ideal for use in the classroom, for self-study, and as a reference for researchers and engineers in industry and academia.
Author: Piyush Gupta, Gerhard Kramer, and Adriaan J. van Wijngaarden
Publisher: American Mathematical Soc.
Published:
Total Pages: 356
ISBN-13: 9780821871089
DOWNLOAD EBOOKInformation theory has recently attracted renewed attention because of key developments spawning challenging research problems." "The book is suitable for graduate students and research mathematicians interested in communications and network information theory."--Jacket.
Author: Isaac Woungang
Publisher: World Scientific
Published: 2010
Total Pages: 725
ISBN-13: 9812837167
DOWNLOAD EBOOKThe last few years have witnessed rapid advancements in information and coding theory research and applications. This book provides a comprehensive guide to selected topics, both ongoing and emerging, in information and coding theory. Consisting of contributions from well-known and high-profile researchers in their respective specialties, topics that are covered include source coding; channel capacity; linear complexity; code construction, existence and analysis; bounds on codes and designs; space-time coding; LDPC codes; and codes and cryptography.All of the chapters are integrated in a manner that renders the book as a supplementary reference volume or textbook for use in both undergraduate and graduate courses on information and coding theory. As such, it will be a valuable text for students at both undergraduate and graduate levels as well as instructors, researchers, engineers, and practitioners in these fields.Supporting Powerpoint Slides are available upon request for all instructors who adopt this book as a course text.
Author: Imre Csiszár
Publisher: Cambridge University Press
Published: 2011-06-30
Total Pages: 522
ISBN-13: 113949998X
DOWNLOAD EBOOKCsiszár and Körner's book is widely regarded as a classic in the field of information theory, providing deep insights and expert treatment of the key theoretical issues. It includes in-depth coverage of the mathematics of reliable information transmission, both in two-terminal and multi-terminal network scenarios. Updated and considerably expanded, this new edition presents unique discussions of information theoretic secrecy and of zero-error information theory, including the deep connections of the latter with extremal combinatorics. The presentations of all core subjects are self contained, even the advanced topics, which helps readers to understand the important connections between seemingly different problems. Finally, 320 end-of-chapter problems, together with helpful hints for solving them, allow readers to develop a full command of the mathematical techniques. It is an ideal resource for graduate students and researchers in electrical and electronic engineering, computer science and applied mathematics.
Author: Rudolf Ahlswede
Publisher: Springer Science & Business Media
Published: 2006-12-14
Total Pages: 1138
ISBN-13: 3540462449
DOWNLOAD EBOOKThis book collects 63 revised, full-papers contributed to a research project on the "General Theory of Information Transfer and Combinatorics" that was hosted from 2001-2004 at the Center for Interdisciplinary Research (ZIF) of Bielefeld University and several incorporated meetings. Topics covered include probabilistic models, cryptology, pseudo random sequences, quantum models, pattern discovery, language evolution, and network coding.