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Universal Estimation of Information Measures for Analog Sources

av Qing Wang

del av Foundations and Trends (R) in Communications and Information Theory-serien

Universal Estimation of Information Measures for Analog Sources av Qing Wang
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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  • Språk:
  • Engelska
  • ISBN:
  • 9781601982308
  • Format:
  • Häftad
  • Sidor:
  • 104
  • Utgiven:
  • 27. maj 2009
  • Mått:
  • 156x234x5 mm.
  • Vikt:
  • 159 g.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 6. december 2024

Om Qing Wang

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Beskrivning av 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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