Time-Frequency Analysis

by Hlawatsch, Franz; Auger, Franç; ois

• ISBN13: 9781848210332
• ISBN10: 1848210337
• Edition: 1st
• Format: Hardcover
• Copyright: 2008-11-10
• Publisher: Wiley-ISTE

Summary

Covering a period of about 25 years, during which time-frequency has undergone significant developments, this book is principally addressed to researchers and engineers interested in non-stationary signal analysis and processing. It is written by recognized experts in the field.

Author Biography

Franz Hlawatsch is an Associate Professor at the Vienna University of Technology, Austria. His research interests are in the areas of time-frequency signal processing, non-stationary statistical signal processing and wireless communications.

Francois Auger is Head of the Physical Measurements Department of the Technology Institute of the University of Saint Nazaire, France. His current research interests include motor control, embedded control and signal processing with FPGAs, spectral estimation and time-frequency representations.

Table of Contents

Time-frequency energy distributions : an introduction	p. 19
Instantaneous frequency of a signal	p. 37
Linear time-frequency analysis I : Fourier-type representations	p. 61
Linear time-frequency analysis II : wavelet-type representations	p. 93
Quadratic time-frequency analysis I : Cohen's class	p. 131
Quadratic time-frequency analysis II : discretization of Cohen's class	p. 165
Quadratic time-frequency analysis III : the affine class and other covariant classes	p. 193
Higher-order time-frequency representations	p. 229
Reassignment	p. 249
Time-frequency methods for non-stationary statistical signal processing	p. 279
Non-stationary parametric modeling	p. 321
Time-frequency representation in biomedical signal processing	p. 353
Application of time-frequency techniques to sound signals : recognition and diagnosis	p. 383
List of authors	p. 409
Index	p. 413
Table of Contents provided by Blackwell. All Rights Reserved.