Robert M Gray

(Author)

Entropy and Information Theory (2011)Paperback - 2011, 18 September 2014

Entropy and Information Theory (2011)
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Print Length
409 pages
Language
English
Publisher
Springer
Date Published
18 Sep 2014
ISBN-10
1489981322
ISBN-13
9781489981325

Description

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.

Product Details

Author:
Robert M Gray
Book Edition:
2011
Book Format:
Paperback
Country of Origin:
NL
Date Published:
18 September 2014
Dimensions:
23.39 x 15.6 x 2.26 cm
Genre:
Science/Technology Aspects
ISBN-10:
1489981322
ISBN-13:
9781489981325
Language:
English
Location:
New York, NY
Pages:
409
Publisher:
Weight:
612.35 gm

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