Principles of Signal Detection and Parameter Estimation

Bernard C. Levy

Principles of Signal Detection and Parameter Estimation
Format
Hardback
Publisher
Springer-Verlag New York Inc.
Country
United States
Published
7 July 2008
Pages
664
ISBN
9780387765426

Principles of Signal Detection and Parameter Estimation

Bernard C. Levy

This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.

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