• DocumentCode
    2902812
  • Title

    Frequency-domain instrumental variable based method for wide band system identification

  • Author

    Gilson, M. ; Welsh, James S. ; Garnier, H.

  • Author_Institution
    CRAN, Univ. de Lorraine, Nancy, France
  • fYear
    2013
  • fDate
    17-19 June 2013
  • Firstpage
    1663
  • Lastpage
    1668
  • Abstract
    The aim of this paper is to propose an instrumental variable (IV) solution for wide-band frequency domain identification. The focus is first on the extension of the refined IV method for continuous-time model identification to the frequency domain. Then, an iterative IV scheme coupled with an appropriate frequency localising basis function is developed to provide consistent results in the case of highly resonant wide-band systems. Finally, to illustrate the performance of the proposed approach, a representative Monte Carlo simulation as well as a practical case are presented.
  • Keywords
    Monte Carlo methods; frequency-domain analysis; identification; iterative methods; linear systems; Monte Carlo simulation; continuous-time model identification; frequency localising basis function; frequency-domain instrumental variable based method; highly resonant wideband systems; iterative IV scheme; iterative instrumental variable estimator; linear time-invariant systems; refined IV method; wideband frequency domain identification; wideband system identification; Estimation; Frequency estimation; Frequency response; Frequency-domain analysis; Instruments; Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2013
  • Conference_Location
    Washington, DC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-0177-7
  • Type

    conf

  • DOI
    10.1109/ACC.2013.6580074
  • Filename
    6580074