An Introduction to Single-User Information Theory

This book presents a succinct and mathematically rigorous treatment of the main pillars of Shannon's information theory, discussing the fundamental concepts and indispensable results of Shannon's mathematical theory of communications. It includes five meticulously written core chapters (wi...

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Bibliographic Details
Main Authors: Alajaji, Fady (Author, http://id.loc.gov/vocabulary/relators/aut), Chen, Po-Ning (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Series:Springer Undergraduate Texts in Mathematics and Technology,
Subjects:
Online Access:Full Text via HEAL-Link
Description
Summary:This book presents a succinct and mathematically rigorous treatment of the main pillars of Shannon's information theory, discussing the fundamental concepts and indispensable results of Shannon's mathematical theory of communications. It includes five meticulously written core chapters (with accompanying problems), emphasizing the key topics of information measures; lossless and lossy data compression; channel coding; and joint source-channel coding for single-user (point-to-point) communications systems. It also features two appendices covering necessary background material in real analysis and in probability theory and stochastic processes. The book is ideal for a one-semester foundational course on information theory for senior undergraduate and entry-level graduate students in mathematics, statistics, engineering, and computing and information sciences. A comprehensive instructor's solutions manual is available.
Physical Description:XVII, 323 p. 30 illus. online resource.
ISBN:9789811080012
ISSN:1867-5506
DOI:10.1007/978-981-10-8001-2