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Fundamentals of Statistical Signal Processing Detection Theory (volume2)

by Steven M. Kay

  • 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
  • ISBN: 9780135041352
  • ISBN10: 013504135X
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Description: -- Extensive coverage of practical applications, including speech, communications and radar/sonar.
-- Comprehensive coverage of statistical decision theory, including deterministic and random signals.
-- Detailed specifications for building detectors.

This book focuses on techniques for obtaining optimal detection algorithms for implementation on digital computers.

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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