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Concentration of Measure Inequalities in Information Theory, Communications, and Coding: Second Edition: Foundations and Trends(r) in Communications and Information, cartea 36

Autor Maxim Raginsky, Igal Sason
en Limba Engleză Paperback – 2 sep 2014
Concentration inequalities have been the subject of exciting developments during the last two decades, and have been intensively studied and used as a powerful tool in various areas. These include convex geometry, functional analysis, statistical physics, mathematical statistics, pure and applied probability theory (e.g., concentration of measure phenomena in random graphs, random matrices, and percolation), information theory, theoretical computer science, learning theory, and dynamical systems. Concentration of Measure Inequalities in Information Theory, Communications, and Coding focuses on some of the key modern mathematical tools that are used for the derivation of concentration inequalities, on their links to information theory, and on their various applications to communications and coding. In addition to being a survey, this monograph also includes various new recent results derived by the authors. Concentration of Measure Inequalities in Information Theory, Communications, and Coding is essential reading for all researchers and scientists in information theory and coding.
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Specificații

ISBN-13: 9781601989062
ISBN-10: 1601989067
Pagini: 256
Dimensiuni: 156 x 234 x 14 mm
Greutate: 0.36 kg
Ediția:Revised
Editura: Now Publishers
Seria Foundations and Trends(r) in Communications and Information


Descriere

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Focuses on some of the key modern mathematical tools that are used for the derivation of concentration inequalities, on their links to information theory, and on their various applications to communications and coding. In addition to being a survey, this book also includes various new recent results derived by the authors.