Rene Carmona, Wen-Liang Hwang, Bruno Torresani Practical Time-Frequency Analysis

Annotation

Time frequency analysis has been the object of intense research activity in the last decade. This book gives a self-contained account of methods recently introduced to analyze mathematical functions and signals simultaneously in terms of time and frequency variables. The book gives a detailed presentation of the applications of these transforms to signal processing, emphasizing the continuous transforms and their applications to signal analysis problems, including estimation, denoising, detection, and synthesis. To help the reader perform these analyses, Practical Time-Frequency Analysis provides a set of useful tools in the form of a library of S functions, downloadable from the authors' Web sites in the United States and France.Detailed presentation of the Wavelet and Gabor transformsApplications to deterministic and random signal theorySpectral analysis of nonstationary signals and processesNumerous practical examples ranging from speech analysis to underwater acoustics, earthquake engineering, internet traffic, radar signal denoising, medical data interpretation, etcAccompanying software and data sets, freely downloadable from the book's Web page