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A First Course in Information Theory

Download or Read eBook A First Course in Information Theory PDF written by Raymond W. Yeung and published by Springer Science & Business Media. This book was released on 2002 with total page 440 pages. Available in PDF, EPUB and Kindle.
A First Course in Information Theory
Author :
Publisher : Springer Science & Business Media
Total Pages : 440
Release :
ISBN-10 : 0306467917
ISBN-13 : 9780306467912
Rating : 4/5 (17 Downloads)

Book Synopsis A First Course in Information Theory by : Raymond W. Yeung

Book excerpt: An introduction to information theory for discrete random variables. Classical topics and fundamental tools are presented along with three selected advanced topics. Yeung (Chinese U. of Hong Kong) presents chapters on information measures, zero-error data compression, weak and strong typicality, the I-measure, Markov structures, channel capacity, rate distortion theory, Blahut-Arimoto algorithms, information inequalities, and Shannon-type inequalities. The advanced topics included are single-source network coding, multi-source network coding, and entropy and groups. Annotation copyrighted by Book News, Inc., Portland, OR.


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