9781489981325

Entropy and Information Theory

Format: Paperback

ISBN13: 9781489981325

Paperback|9781489981325


Overview

This book is an updated version of the information theory classic, first published in 1990. About one-third of the book is devoted to Shannon source and channel coding theorems; the remainder addresses sources, channels, and codes and on information and distortion measures and their properties.

New in this edition:

  • Expanded treatment of stationary or sliding-block codes and their relations to traditional block codes
  • Expanded discussion of results from ergodic theory relevant to information theory
  • Expanded treatment of B-processes -- processes formed by stationary coding memoryless sources
  • New material on trading off information and distortion, including the Marton inequality
  • New material on the properties of optimal and asymptotically optimal source codes
  • New material on the relationships of source coding and rate-constrained simulation or modeling of random processes

Significant material not covered in other information theory texts includes stationary/sliding-block codes, a geometric view of information theory provided by process distance measures, and general Shannon coding theorems for asymptotic mean stationary sources, which may be neither ergodic nor stationary, and d-bar continuous channels.


ISBN-13

9781489981325

ISBN-10

1489981322

Weight

1.35 Pounds

Dimensions

6.10 x 1.00 x 9.25 In

List Price

$199.99

Edition

2nd Edition

Format

Paperback

Language

English

Pages

xxvii, 409 pages

Publisher

Springer

Published On

2014-09-18



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