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Elements of Information Theory - Thomas M. Cover, Joy A. Thomas - 2nd Edition

Elements of Information Theory – Thomas M. Cover, Joy A. Thomas – 2nd Edition

The latest edition of this classic is updated with new problem sets and material

The Second Edition of this fundamental textbook maintains the ’s tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory.

All the essential topics in information theory are covered in detail, including , compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points.

The Second Edition features:
* Chapters reorganized to improve teaching
* 200 new
* New material on source coding, portfolio theory, and feedback capacity
* Updated references

Now current and enhanced, the Second Edition of of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical , statistics, and telecommunications.

1. Introduction and Preview.
2. Entropy, Relative Entropy, and Mutual Information.
3. Asymptotic Equipartition Property.
4. Entropy Rates of a Stochastic Process.
5. Data Compression.
6. Gambling and Data Compression.
7. Channel Capacity.
8. Entropy.
9. Gaussian Channel.
10. Rate Distortion Theory.
11. Information Theory and Statistics.
12. Maximum Entropy.
13. Universal Source Coding.
14. Kolmogorov Complexity.
15. Network Information Theory.
16. Information Theory and Portfolio Theory.
17. Inequalities in Information Theory.

Title: Elements of Information Theory
Author: Thomas M. Cover / Joy A. Thomas
Edition: 2nd Edition
ISBN: 978-0471241959
Type: eBook | Solution Manual
Language: English
Theory Of Computation

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