Information Theory
：Coding Theorems for Discrete Memoryless Systems
Publication subTitle ：Coding Theorems for Discrete Memoryless Systems
Author： Csiszár Imre;Körner János;Birnbaun Z. W.
Publisher： Elsevier Science
Publication year： 2014
E-ISBN: 9781483281575
P-ISBN(Paperback): 9780121984502
P-ISBN(Hardback): 9780121984502
Subject： TP14 Automatic information theory
Keyword： 数理科学和化学
Language： ENG
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Description
Information Theory: Coding Theorems for Discrete Memoryless Systems presents mathematical models that involve independent random variables with finite range. This three-chapter text specifically describes the characteristic phenomena of information theory.
Chapter 1 deals with information measures in simple coding problems, with emphasis on some formal properties of Shannon’s information and the non-block source coding. Chapter 2 describes the properties and practical aspects of the two-terminal systems. This chapter also examines the noisy channel coding problem, the computation of channel capacity, and the arbitrarily varying channels. Chapter 3 looks into the theory and practicality of multi-terminal systems.
This book is intended primarily for graduate students and research workers in mathematics, electrical engineering, and computer science.