• DocumentCode
    1864562
  • Title

    Experimental verification of Best Linear Approximation of a wiener system for binary excitations

  • Author

    Wong, Hin Kwan ; Schouk, Johan ; Godfrey, Keith

  • Author_Institution
    Sch. of Eng., Univ. of Warwick, Coventry, UK
  • fYear
    2012
  • fDate
    3-5 Sept. 2012
  • Firstpage
    941
  • Lastpage
    946
  • Abstract
    The Best Linear Approximation (BLA) is a linearisation of the transfer characteristics of a nonlinear system in a least squares sense. The BLA is known to depend on the statistical properties of the input signal used to identify it. The theory for Gaussian input sequences has been known for several years, but the corresponding theory for binary input sequences has only recently been developed. In this paper, experiments on a physical electronic Wiener system, aimed at verification of predictions made for the differences between BLA´s estimated using Gaussian sequences and those estimated using binary sequences, are described. The results were found to be a good match with the theory but difficulties encountered during the experiment highlight a need for further work in extending the discrete-time theory to the continuous-time domain.
  • Keywords
    approximation theory; binary sequences; nonlinear systems; stochastic processes; transient response; Gaussian input sequences; Wiener system; best linear approximation; binary excitations; binary input sequences; continuous-time domain; discrete-time theory; nonlinear system; Bandwidth; Cutoff frequency; Frequency measurement; Linearity; Mathematical model; Parametric statistics; Signal generators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control (CONTROL), 2012 UKACC International Conference on
  • Conference_Location
    Cardiff
  • Print_ISBN
    978-1-4673-1559-3
  • Electronic_ISBN
    978-1-4673-1558-6
  • Type

    conf

  • DOI
    10.1109/CONTROL.2012.6334758
  • Filename
    6334758