#information-theory

94. Information and Communication; Circuits

This volume studies information theory, communication systems, and circuit models. It connects probability, signal processing, and networked systems. Part I. Foundations of Information Theory Chapter 1. Information Measures 1.1 Entropy 1.2 Joint and conditional entropy 1.3 Mutual information 1.4 Relative entropy 1.5 Examples Chapter 2. Source Coding 2.1 Data compression 2.2 Prefix codes 2.3 Huffman coding 2.4 Limits of compression 2.5 Examples Chapter 3. Channel Capacity 3.1 Communication channels 3.2...