Practical Time-frequency Analysis

Practical Time-frequency Analysis : Gabor and Wavelet Transforms with an Implementation in S

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Description

Time frequency analysis has been the object of intense research activity since 1990. This text gives an account of methods for analyzing mathematical functions and signals simultaneously in terms of time and frequency variables. A presentation of the applications of these transforms to signal processing is given, emphasizing the continuous transforms and their applications to signal analysis problems, including estimation, denoising, detection and synthesis. A set of tools in the form of a library of S functions, downloadable from the author's Web sites in the United States and France.
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Product details

  • Hardback | 490 pages
  • 160.8 x 239 x 33mm | 995.29g
  • Academic Press Inc
  • San Diego, United States
  • English
  • b&w illustration
  • 0121601706
  • 9780121601706

Table of contents

Background Material: Time-Frequency. Stationary Processes. Gabor & Wavelet Transforms: Gabor Transforms. Wavelet Transform. Discreet Transforms, Algorithms. Signal Processing Applications: Stochastic Processes. Frequency Modulated Signals. Statistical Reconstructions. The Swave Library: Downloading and Installing. The Swave S Functions. The Swave S Utilities. Bibliographies. Indexes.
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Review quote

"The authors have crafted a well-organized, up-to-date and highly readable presentation of some of the major components of time-frequency/time-scale analysis techniques of 1-D signals using Gabor and wavelet transform methods. The development of the basic concepts is implemented with a useful set of S-tools in the form of S-code, a library of S-functions and a companion Swave toolbox which they make available as freeware."
--MATHEMATICAL REVIEWS, Issue 2000a
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