Information Theory Coding Theorems for Discrete Memoryless Systems Imre Csiszár

By: Material type: TextTextPublication details: Cambridge University Press 2011Edition: 2nd EditionDescription: 499ISBN:
  • 978110765043
DDC classification:
  • 518 CSI
Contents:
Part I Information measures in simple coding problems Source coding and hypothesis testing; information measures Types and typical sequences Formal properties of Shannon’s information measures Non-block source coding Blowing up lemma: a combinatorial digression Part II Two-terminal systems The noisy channel coding problem Rate-distortion trade-off in source coding and the source–channel transmission problem Computation of channel capacity and-distortion rates A covering lemma and the error exponent in source coding A packing lemma and the error exponent in channel coding The compound channel revisited: zero-error information theory and extremal combinatorics Arbitrarily varying channels Part III Multi-terminal systems Separate coding of correlated sources Multiple-access channels Entropy and image size characterization Source and channel networks Information-theoretic security
Summary: This 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 substantial connections of the latter with extremal com binatorics. 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 solving hints, allow readers to develop a full command of the mathematical techniques. This is an ideal resource for graduate students and researchers in electrical and electronic engineering, computer science, and applied mathematics
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Part I Information measures in simple coding problems
Source coding and hypothesis
testing; information measures
Types and typical sequences
Formal properties of Shannon’s
information measures
Non-block source coding
Blowing up lemma: a combinatorial digression
Part II Two-terminal systems
The noisy channel coding problem
Rate-distortion trade-off in source coding and the source–channel
transmission problem
Computation of channel capacity and-distortion rates
A covering lemma and the error exponent in source coding
A packing lemma and the error exponent in channel coding
The compound channel revisited: zero-error information theory and extremal
combinatorics
Arbitrarily varying channels
Part III Multi-terminal systems
Separate coding of correlated sources
Multiple-access channels
Entropy and image size characterization
Source and channel networks
Information-theoretic security

This 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 substantial connections of the latter with extremal com
binatorics. 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 solving
hints, allow readers to develop a full command of the mathematical techniques. This
is an ideal resource for graduate students and researchers in electrical and electronic
engineering, computer science, and applied mathematics

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