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A First Course in Statistics for Signal Analysis

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This text serves as an excellent introduction to statistics for signal analysis. Be aware that it emphasizes theory over numerical methods - and that it is dense. If one is not looking for lengthy explanations but instead wants to get to the point quickly this book may be for them.

Author(s): Wojbor A. Woyczynski
Edition: 1
Publisher: Birkhäuser Boston
Year: 2006

Language: English
Pages: 214
Tags: Приборостроение;Обработка сигналов;Статистические методы;

A First Course in Statistics for Signal Analysis......Page 1
Contents......Page 4
Introduction......Page 6
Notation......Page 8
1 Description of Signals......Page 11
2 Spectral Representation of Deterministic Signals: Fourier Series and Transforms......Page 26
3 Random Quantities and Random Vectors......Page 56
4 Stationary Signals......Page 102
5 Power Spectra of Stationary Signals......Page 121
6 Transmission of Stationary Signals through Linear Systems......Page 135
7 Optimization of Signal-to-Noise Ratio in Linear Systems......Page 155
8 Gaussian Signals, Correlation Matrices, and Sample Path Properties......Page 166
9 Discrete Signals and Their Computer Simulations......Page 182
Bibliographical Comments......Page 204
Index......Page 208
Also by Wojbor A. Woyczynski......Page 214