Detection theory: applications and digital signal processing

Ralph D. Hippenstiel0849304342, 9780849304347

While offering a clear, self-contained treatment of the theory behind signal detection, the author incorporates many applications and wide-ranging examples that demonstrate how to apply the concepts to real-world problems.

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Table of contents :
Front Cover……Page 1
Preface……Page 6
Author……Page 8
Contents……Page 10
1. Introduction……Page 16
2. Review of Deterministic and Random System and Signal Concepts……Page 28
3. Introduction to Signal Processing……Page 52
4. Hypothesis Testing……Page 78
5. Non-Parametric and Sequential Likelihood Ratio Detectors……Page 132
6. Detection of Dynamic Signals in White Gaussian Noise……Page 144
7. Detection of Signals in Colored Gaussian Noise……Page 180
8. Estimation……Page 232
9. Applications to Detection, Parameter Estimation, and Classification……Page 258
Appendices……Page 288
Index……Page 336