An introduction to single-user information theory

• 作者： Alajaji, Fady, author.
• 其他作者：
  • Chen, Po-Ning, author.
  • SpringerLink (Online service)
• 其他題名：
  • Springer undergraduate texts in mathematics and technology.
• 出版： Singapore : Springer Singapore :Imprint: Springer
• 叢書名： Springer undergraduate texts in mathematics and technology,
• 主題： Information theory. , Information theory--Mathematics. , Mathematics. , Information and Communication, Circuits.
• ISBN： 9789811080012 (electronic bk.) 、 9789811080005 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introduction -- Information Measures for Discrete Systems -- Lossless Data Compression -- Data Transmission and Channel Capacity -- Differential Entropy and Gaussian Channels -- Lossy Data Compression and Transmission.
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• 摘要註: 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.
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