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Universal Estimation of Information Measures for Analog Sources

af Sanjeev Kulkarni, Qing Wang, Sergio Verdu

indgår i Foundations and Trends (R) in Communications and Information Theory serien

Universal Estimation of Information Measures for Analog Sources af Sanjeev Kulkarni
Bag om Universal Estimation of Information Measures for Analog Sources

Presents a comprehensive survey of universal estimation of information measures for memoryless analog sources with an emphasis on the estimation of mutual information and divergence and their applications. The book reviews the consistency of the universal algorithms and the corresponding sufficient conditions as well as their speed of convergence.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601982308
  • Indbinding:
  • Paperback
  • Sideantal:
  • 104
  • Udgivet:
  • 27. maj 2009
  • Størrelse:
  • 234x156x5 mm.
  • Vægt:
  • 159 g.
  • 8-11 hverdage.
  • 20. november 2024

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Presents a comprehensive survey of universal estimation of information measures for memoryless analog sources with an emphasis on the estimation of mutual information and divergence and their applications. The book reviews the consistency of the universal algorithms and the corresponding sufficient conditions as well as their speed of convergence.

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