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Detection and estimation theory and its applications

Author: Thomas A Schonhoff; Arthur A Giordano
Publisher: Upper Saddle River, N.J. : PearsonPrentice Hall, ©2006.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This is the first student-friendly textbook to comprehensively address the topics of both detection and estimation - with a thorough discussion of the underlying theory as well as the practical applications. By addressing detection and estimation theory in the same volume, the authors encourage a greater appreciation of the strong coupling and often blurring of these fields of study. In order to modernize classical  Read more...
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Additional Physical Format: Online version:
Schonhoff, Thomas A.
Detection and estimation theory and its applications.
Upper Saddle River, N.J. : PearsonPrentice Hall, ©2006
(OCoLC)679452498
Document Type: Book
All Authors / Contributors: Thomas A Schonhoff; Arthur A Giordano
ISBN: 9780130894991 0130894990
OCLC Number: 85444896
Description: xviii, 653 pages : illustrations ; 25 cm
Contents: Review of probability --
Stochastic processes --
Signal representations and statistics --
Single sample detection of binary hypotheses --
Multiple sample detection of binary hypotheses --
Detection of signals with random parameters --
Multiple pulse detection with random parameters --
Detection of multiple hypotheses --
Nonparametric detection --
Fundamentals od estimation theory --
Estimation of specific parameters --
Estimation of multiple parameters --
Distribution-free estimation : Wiener filters --
Distribution-free estimation : Kalman filter --
Detection and estimation in non-GaussianNoise systems --
Direct-sequence spread-spectrum signals in fading multipath channels --
Multiuser detection --
Low-probability-of-intercept communications --
Spectrum estimation.
Responsibility: Thomas A. Schonhoff, Arthur A. Giordano.

Abstract:

"This is the first student-friendly textbook to comprehensively address the topics of both detection and estimation - with a thorough discussion of the underlying theory as well as the practical applications. By addressing detection and estimation theory in the same volume, the authors encourage a greater appreciation of the strong coupling and often blurring of these fields of study. In order to modernize classical topics, the text focuses on discrete signal processing with continuous signal presentations included to demonstrate uniformity and consistency of the results."--Publisher's website.

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