Information Theory and Network Coding - Yeung, Raymond W.; SpringerLink (Online service) (New York, NY : Springer US : Imprint: Springer, 2008)
The Science of Information -- The Science of Information -- Fundamentals of Network Coding -- Information Measures -- Information Measures -- Zero-Error Data Compression -- Weak Typicality -- Strong Typicality -- Discrete Memoryless Channels -- Rate-Distortion Theory -- The Blahut-Arimoto Algorithms -- Differential Entropy -- Continuous-Valued Channels -- Markov Structures -- Information Inequalities -- Shannon-Type Inequalities -- Beyond Shannon-Type Inequalities -- Entropy and Groups -- Fundamentals of Network Coding -- The Max-Flow Bound -- Single-Source Linear Network Coding: Acyclic Networks -- Single-Source Linear Network Coding: Cyclic Networks -- Multi-source Network Coding.
Keywords: Computers; Computer communication systems; Electrical engineering; Data structures (Computer science).; Probabilities; Theory of Computation; Computer Communication Networks; Communications Engineering, Networks; Data Structures and Information Theory; Probability Theory and Stochastic Processes