• DocumentCode
    1446066
  • Title

    2nd-order Volterra kernel measurement using pseudorandom ternary signals and discrete Fourier transforms

  • Author

    Barker, H.A. ; Davy, R.W.

  • Author_Institution
    University of Aston, Department of Electrical Engineering, Birmingham, UK
  • Volume
    126
  • Issue
    5
  • fYear
    1979
  • fDate
    5/1/1979 12:00:00 AM
  • Firstpage
    457
  • Lastpage
    460
  • Abstract
    A method is developed for the measurement of the values of a 2nd-order kernel in a Volterra-series representation of a nonlinear system, using the discrete Fourier transform of the system output sequence when the system input is an antisymmetric pseudorandom ternary signal. It is shown that the inverse transform of a product of the output transform and the transform of the square of the input sequence yields a crosscorrelation function from which estimates of the 2nd-order kernel values may be obtained by an established procedure. Properties of the discrete Fourier transform of the square of an antisymmetric pseudorandom ternary sequence are developed and used in a comprehensive procedure for estimating the linear frequency response, 1st-order kernel and 2nd-order kernel of a system with minimal computation.
  • Keywords
    Fourier transforms; correlation methods; frequency response; identification; nonlinear systems; crosscorrelation function; discrete Fourier transform; frequency response; inverse transform; nonlinear system; pseudorandom ternary signals; second order Volterra kernel measurement; system identification;
  • fLanguage
    English
  • Journal_Title
    Electrical Engineers, Proceedings of the Institution of
  • Publisher
    iet
  • ISSN
    0020-3270
  • Type

    jour

  • DOI
    10.1049/piee.1979.0108
  • Filename
    5253983