12. Mixed-Domain Signal Analysis

  1. Ronald L. Allen1 and
  2. Duncan W. Mills2

Published Online: 14 MAY 2004

DOI: 10.1002/047166037X.ch12

Signal Analysis: Time, Frequency, Scale, and Structure

Signal Analysis: Time, Frequency, Scale, and Structure

How to Cite

Allen, R. L. and Mills, D. W. (2003) Mixed-Domain Signal Analysis, in Signal Analysis: Time, Frequency, Scale, and Structure, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/047166037X.ch12

Author Information

  1. 1

    San José, California, USA

  2. 2

    Mountain View, California, USA

Publication History

  1. Published Online: 14 MAY 2004
  2. Published Print: 19 DEC 2003

ISBN Information

Print ISBN: 9780471234418

Online ISBN: 9780471660378

SEARCH

Keywords:

  • mixed-domain signal analysis;
  • wavelet methods;
  • signal structure;
  • mixed-domain signal processing;
  • biophysical applications;
  • signal structure;
  • pattern recognition networks;
  • signal modeling;
  • matching

Summary

This final chapter explains the methods for using time-frequency or time-scale transforms to segment, classify, and interpret signals. We cover three methods that, together with the local frequency or scale information given by the transforms, are capable of elucidating signal structure: the pattern recognition network; the hidden Markov model (HMM); the matching pursuit.