Elements of Information Theory

Elements of Information Theory

Thomas, Joy A.; Cover, T.M.

John Wiley and Sons Ltd

09/1991

576

Dura

Inglês

9780471062592

0471062596

907

Volume I provides in-depth coverage of the synchronization function and related topics of digital communications systems.
Entropy, Relative Entropy and Mutual Information. The Asymptotic Equipartition Property. Entropy Rates of a Stochastic Process. Data Compression. Gambling and Data Compression. Kolmogorov Complexity. Channel Capacity. Differential Entropy. The Gaussian Channel. Maximum Entropy and Spectral Estimation. Information Theory and Statistics. Rate Distortion Theory. Network Information Theory. Information Theory and the Stock Market. Inequalities in Information Theory. Bibliography. List of Symbols. Index.
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