Download E-books Entropy and Information Theory PDF

By Robert M. Gray

This ebook is an up to date model of the data idea vintage, first released in 1990. approximately one-third of the publication is dedicated to Shannon resource and channel coding theorems; the remaining addresses resources, channels, and codes and on details and distortion measures and their houses.

New during this edition:

  • Expanded remedy of desk bound or sliding-block codes and their family members to standard block codes
  • Expanded dialogue of effects from ergodic thought correct to details theory
  • Expanded remedy of B-processes -- methods 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 no longer lined in different details concept texts comprises stationary/sliding-block codes, a geometrical view of data thought supplied by way of method distance measures, and normal Shannon coding theorems for asymptotic suggest desk bound resources, that could be neither ergodic nor desk bound, and d-bar non-stop channels.

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