• DocumentCode
    1113000
  • Title

    Some simple parameter determination rules for the generalized Choi-Williams and Butterworth distributions

  • Author

    Auger, F.

  • Author_Institution
    Lab. d´´Autom., Nantes Univ., France
  • Volume
    1
  • Issue
    1
  • fYear
    1994
  • Firstpage
    9
  • Lastpage
    11
  • Abstract
    Papandreou and Boudreaux-Bartels (1992, 1993) proposed two new elements of the Cohen´s class. The interesting point of these time-frequency distributions is their characteristic kernels, which differ from the product type kernels in an included dissymmetry between the Doppler and lag variables. Together with these definitions, a parameter determination scheme was proposed, which requires one to compute the ambiguity function of the analyzed signal and to discriminate there the cross-terms from the signal components. The aim of the present paper is to deduce from the cross-term reduction mechanism of these distributions a simple parameter determination rule, which requires less knowledge on the signal structure. The author also defines and studies a new distribution which is the asymptotic limit of both these distributions as their order increases.<>
  • Keywords
    parameter estimation; signal processing; statistical analysis; time-frequency analysis; BUD; Butterworth distribution; Cohen´s class; Doppler variables; GED; ambiguity function; analyzed signal; characteristic kernels; cross-term reduction mechanism; dissymmetry; generalized Choi-Williams distribution; generalized exponential distribution; lag variable; order; signal structure; simple parameter determination rules; time-frequency distributions; Exponential distribution; Fourier transforms; Kernel; Low pass filters; Narrowband; Passband; Signal analysis; Smoothing methods; Technological innovation; Time frequency analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/97.295313
  • Filename
    295313