• DocumentCode
    2690754
  • Title

    Design of excitation signals for nonparametric measurements on MIMO-systems in the presence of nonlinear distortions

  • Author

    Schoukens, J. ; Pintelon, R. ; Vandersteen, G. ; Rolain, Y.

  • Author_Institution
    Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
  • fYear
    2010
  • fDate
    3-6 May 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper we make nonparametric measurements on a system with two inputs and two outputs, in the presence of nonlinear distortions. Starting from a series of experiments, the frequency response function, the covariance matrix of the output noise, and the covariance matrix of the output nonlinear distortions are estimated as a function of the frequency. It will be shown that, using well designed periodic excitations signals, it is possible to obtain these results with little user interaction, making the method accessible for non-experienced users.
  • Keywords
    MIMO systems; covariance matrices; frequency measurement; frequency response; nonlinear distortion; nonlinear functions; MIMO system; covariance matrix; frequency function; frequency response function; nonlinear distortion; nonparametric measurement; periodic excitation signal design; user interaction; Covariance matrix; Distortion measurement; Frequency estimation; Least squares approximation; Linear approximation; Noise measurement; Nonlinear distortion; Nonlinear dynamical systems; Nonlinear systems; Signal design; frequency response function; multiple-input-multiple output; non-linear distortion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
  • Conference_Location
    Austin, TX
  • ISSN
    1091-5281
  • Print_ISBN
    978-1-4244-2832-8
  • Electronic_ISBN
    1091-5281
  • Type

    conf

  • DOI
    10.1109/IMTC.2010.5488297
  • Filename
    5488297