Thomas M. Cover, Joy A. Thomas. Elements of information theory

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Информатика и вычислительная техника
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  • добавлен 01 декабря 2009 г.
Thomas M. Cover, Joy A. Thomas. Elements of information theory
2nd ed. John Wiley & Sons, Inc.

This book has arisen from over ten years of lectures in a two-quarter sequence of a senior and first-year graduate-level course in information theory, and is intended as an introduction to information theory for students of communication theory, computer science, and statistics.

The first quarter might cover Chapters 1 to 9, which includes the asymptotic equipartition property, data compression, and channel capacity, culminating in the capacity of the Gaussian channel. The second quarter could cover the remaining chapters, including rate distortion, the method of types, Kolmogorov complexity, network information theory, universal source coding, and portfolio theory.
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