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An Introduction to Single-User Information Theory

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	An Introduction to Single-User Information Theory/ by Fady Alajaji, Po-Ning Chen.
作者:	Alajaji, Fady.
其他作者:	Chen, Po-Ning.
面頁冊數:	XVII, 323 p. 30 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Information theory. -
電子資源:	https://doi.org/10.1007/978-981-10-8001-2
ISBN:	9789811080012

An Introduction to Single-User Information Theory
Alajaji, Fady.

An Introduction to Single-User Information Theory[electronic resource] /by Fady Alajaji, Po-Ning Chen. - 1st ed. 2018. - XVII, 323 p. 30 illus.online resource. - Springer Undergraduate Texts in Mathematics and Technology,1867-5506. - Springer Undergraduate Texts in Mathematics and Technology,.

Introduction -- Information Measures for Discrete Systems -- Lossless Data Compression -- Data Transmission and Channel Capacity -- Diﬀerential Entropy and Gaussian Channels -- Lossy Data Compression and Transmission.

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.

ISBN: 9789811080012

Standard No.: 10.1007/978-981-10-8001-2doiSubjects--Topical Terms:

595305
Information theory.

LC Class. No.: Q350-390

Dewey Class. No.: 519

An Introduction to Single-User Information Theory
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