Principles of Signal Detection and Parameter Estimation

Authors: Levy, Bernard C.

  • Treats both Gaussian detection and the detection of Markov chains
  • Covers the asymptotic of tests with the theory of large deviations
  • Presents aspects of both Bayesian and frequentist detection
  • Addresses robust detection
  • Includes problems and solutions for each chapter
  • Provides a comprehensive and current understanding of signal detection and estimation
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eBook $69.99
price for USA (gross)
  • ISBN 978-0-387-76544-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $99.00
price for USA
  • ISBN 978-0-387-76542-6
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
Softcover $99.00
price for USA
  • ISBN 978-1-4419-4565-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this Textbook

This new textbook is for contemporary signal detection and parameter estimation courses offered at the advanced undergraduate and graduate levels. It presents a unified treatment of detection problems arising in radar/sonar signal processing and modern digital communication systems. The material is comprehensive in scope and addresses signal processing and communication applications with an emphasis on fundamental principles. In addition to standard topics normally covered in such a course, the author incorporates recent advances, such as the asymptotic performance of detectors, sequential detection, generalized likelihood ratio tests (GLRTs), robust detection, the detection of Gaussian signals in noise, the expectation maximization algorithm, and the detection of Markov chain signals. Numerous examples and detailed derivations along with homework problems following each chapter are included.

Table of contents (13 chapters)

  • EM Estimation and Detection of Gaussian Signals with unknown parameters

    Levy, Bernard C.

    Pages 1-41

  • Karhunen Loeve Expansion of Gaussian Processes

    Levy, Bernard C.

    Pages 1-47

  • Robust Detection

    Levy, Bernard C.

    Pages 1-42

  • Detection of Markov Chains with Unknown Parameters

    Levy, Bernard C.

    Pages 1-40

  • Detection of Signals with Unknown Parameters

    Levy, Bernard C.

    Pages 1-62

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-0-387-76544-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $99.00
price for USA
  • ISBN 978-0-387-76542-6
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
Softcover $99.00
price for USA
  • ISBN 978-1-4419-4565-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Principles of Signal Detection and Parameter Estimation
Authors
Copyright
2008
Publisher
Springer US
Copyright Holder
Springer-Verlag US
Distribution Rights
Distribution rights for India: CBS Publishers, New Delhi, India
eBook ISBN
978-0-387-76544-0
DOI
10.1007/978-0-387-76544-0
Hardcover ISBN
978-0-387-76542-6
Softcover ISBN
978-1-4419-4565-5
Edition Number
1
Number of Pages
664
Number of Illustrations and Tables
101 b/w illustrations
Topics