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Elements of Information Theory
Thomas M. Cover, Joy A. ThomasHow much do you like this book?
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Elements of Information Theory, Second Edition, covers the standard topics of information theory, such as entropy, data compression, channel capacity, rate distortion, multi-user theory and hypothesis testing. It presents applications to communications, statistics, complexity theory, and investment. Chapters 1-9 cover the asymptotic equipartition property, data compression and channel capacity culminating in the capacity of the Gaussian channel. Chapters 10-17 include rate distortion, the method of types, Kolmogorov complexity, network information theory, universal source coding and portfolio theory. The first edition of this book is the most successful book on Information Theory on the market today. Adoptions have remained strong since the book's publication in 1991.
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Year:
2006
Edition:
2nd ed
Publisher:
Wiley-Interscience
Language:
english
Pages:
774
ISBN 10:
0471241954
ISBN 13:
9780471241959
Series:
Wiley Series in Telecommunications and Signal Processing
File:
PDF, 10.09 MB
Your tags:
IPFS:
CID , CID Blake2b
english, 2006
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