Download ABSTRACT METHODS IN INFORMATION THEORY (SECOND EDITION): 10 by KAKIHARA YUICHIRO PDF

By KAKIHARA YUICHIRO

Information idea is studied from the next issues of view: (1) the speculation of entropy as volume of knowledge; (2) the mathematical constitution of knowledge assets (probability measures); and (3) the speculation of data channels. Shannon entropy and Kolmogorov–Sinai entropy are outlined and their uncomplicated houses are tested, the place the latter entropy is prolonged to be a linear sensible on a undeniable set of measures. Ergodic and combining homes of desk bound resources are studied in addition to AMS (asymptotically suggest desk bound) sources.

The major objective of this booklet is to provide info channels within the atmosphere of sensible research and operator concept in addition to likelihood concept. Ergodic, blending, and AMS channels also are thought of intimately with a few illustrations. during this moment version, channel operators are studied in lots of facets, which generalize usual channels. additionally Gaussian channels are thought of intimately including Gaussian measures on a Hilbert house. The exact themes bankruptcy offers with gains comparable to generalized potential, channels with an intermediate noncommutative approach, and von Neumann algebra approach for channels. eventually, quantum (noncommutative) details channels are tested in an self sufficient bankruptcy, that may be considered as an advent to quantum info concept. Von Neumann entropy is brought and its generalization to a C*-algebra atmosphere is given. uncomplicated effects on quantum channels and entropy transmission also are considered.

Contents:

  • Entropy
  • Information Sources
  • Information Channels
  • Channel Operators
  • Gaussian Channels
  • Special Topics
  • Quantum Channels
  • References
  • Glossaries of Axioms
  • Indices

Readership: Graduate scholars and researchers from arithmetic and conversation Engineering.

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