Download E-books Entropy and Information Theory PDF

By Robert M. Gray

This e-book is an up-to-date model of the knowledge concept vintage, first released in 1990. approximately one-third of the booklet is dedicated to Shannon resource and channel coding theorems; the remaining addresses assets, channels, and codes and on info and distortion measures and their houses.

New during this edition:

  • Expanded therapy of desk bound or sliding-block codes and their relatives to standard block codes
  • Expanded dialogue of effects from ergodic conception proper to details theory
  • Expanded therapy of B-processes -- techniques shaped through desk bound coding memoryless sources
  • New fabric on buying and selling off info and distortion, together with the Marton inequality
  • New fabric at the houses of optimum and asymptotically optimum resource codes
  • New fabric at the relationships of resource coding and rate-constrained simulation or modeling of random processes

Significant fabric now not coated in different info idea texts comprises stationary/sliding-block codes, a geometrical view of data idea supplied by means of strategy distance measures, and basic Shannon coding theorems for asymptotic suggest desk bound resources, that may be neither ergodic nor desk bound, and d-bar non-stop channels.

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