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Fundamentals of Statistical Signal Processing Detection Theory (volume2) cover
  • ISBN: 9780135041352
  • ISBN10: 013504135X

Fundamentals of Statistical Signal Processing Detection Theory (volume2)

by Steven M. Kay

  • List Price: $137.00
  • Binding: Hardcover
  • Edition: 1
  • Publisher: Prentice Hall
  • Publish date: 02/01/1998
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Description
-- Extensive coverage of practical applications, including speech, communications and radar/sonar.<BR>-- Comprehensive coverage of statistical decision theory, including deterministic and random signals.<BR>-- Detailed specifications for building detectors.<P>This book focuses on techniques for obtaining optimal detection algorithms for implementation on digital computers.<P>The book explains statistical and signal processing in the context of numerous practical examples, focusing on current detection applications - especially problems in speech and communications. The book makes extensive use of MATLAB, and program listings are included wherever appropriate. Topics covered include: probability density functions and properties; statistical decision theory for both deterministic and random signals; signals with unknown parameters; white and colored Gaussian noise; non-Gaussian noise; detectors; model change detection; complex extensions; vector generalization and array processing. This is the perfect companion to Fundamentals of Statistical Signal Processing, Vol. 1: Estimation Theory.
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