ISBN-10:
1441945652
ISBN-13:
9781441945655
Pub. Date:
11/05/2010
Publisher:
Springer US
Principles of Signal Detection and Parameter Estimation / Edition 1

Principles of Signal Detection and Parameter Estimation / Edition 1

by Bernard C. Levy

Paperback

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Product Details

ISBN-13: 9781441945655
Publisher: Springer US
Publication date: 11/05/2010
Edition description: Softcover reprint of hardcover 1st ed. 2008
Pages: 664
Product dimensions: 6.00(w) x 8.90(h) x 1.00(d)

Table of Contents

Introduction.- Binary and M-ary Hypothesis Testing.- Tests with Repeated Observations.- Parameter Estimation Theory.- Composite Hypothesis Testing.- Robust Detection.- Karhunen-Loeve Expansion of Gaussian Processes.- Detection of Known Signals in Gaussian Noise.- Detection of Signals with Unknown Parameters.- Detection of Gaussian Signals in WGN.- EM Estimation and Detection of Gaussian Signals with Unknown Parameters.- Detection of Markov Chains with Known Parameters.- Detection of Markov Chains with Unknown Parameters.

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