Signal detection and estimation / Mourad Barkat.

Format:

Book

Author/Creator:

Barkat, Mourad.

Series:

Artech House radar library.

Artech House radar library

Language:

English

Subjects (All):

Signal detection.

Stochastic processes.

Estimation theory.

Radar.

Physical Description:

1 online resource (710 p.)

Edition:

2nd ed.

Place of Publication:

Boston : Artech House, c2005.

Language Note:

English

System Details:

data file

Summary:

This newly revised edition of a classic Artech House book provides you with a comprehensive and current understanding of signal detection and estimation. Featuring a wealth of new and expanded material, the second edition introduces the concepts of adaptive CFAR detection and distributed CA-CFAR detection. The book provides complete explanations of the mathematics you need to fully master the material, including probability theory, distributions, and random processes. Publisher abstract.

Contents:

Signal Detection and Estimation; Contents vii; Preface xv; Acknowledgments xvii; Chapter 1 Probability Concepts 1; Chapter 2 Distributions 75; Chapter 3 Random Processes 141; Chapter 4 Discrete-Time Random Processes 223; Chapter 5 Statistical Decision Theory 289; Chapter 6 Parameter Estimation 345; Chapter 7 Filtering 399; Chapter 8 Representation of Signals 449; Chapter 9 The General Gaussian Problem 503; Chapter 10 Detection and Parameter Estimation 533; Chapter 11 Adaptive Thresholding CFAR Detection 627; Chapter 12 Distributed CFAR Detection 665; Appendix 675; References 677

About the Author 683Index 385

Notes:

Description based upon print version of record.

Print version record.

Includes bibliographical references and index.

ISBN:

1-58053-101-6

OCLC:

70752445