• DocumentCode
    2098502
  • Title

    Estimation of nonparametric harmonic transfer functions for linear periodically time-varying systems using periodic excitations

  • Author

    Louarroudi, E. ; Pintelon, R. ; Lataire, J. ; Vandersteen, G.

  • Author_Institution
    Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
  • fYear
    2011
  • fDate
    10-12 May 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper a nonparametric estimation procedure is proposed in order to identify continuous (discrete)-time, linear periodically time-varying (LPTV) systems. Further, multisine excitations are applied onto a LPTV system such that the system transient effects will vanish completely when the system is operating in steady state. The key idea is to decompose a LPTV system into an (in)finite series of transfer functions, the so-called harmonic transfer functions (HTF). From an identification point of view, the parallel structure, which consists of a weighted sum of the HTF´s, is truncated to a desirable order. A high quality estimate of the nonparametric HTF´s with its uncertainty embedded in an errors-in-variables framework is then obtained from only one experiment; making use of methods, the so-called local polynomial method (LPM), that are recently developed for multivariable linear time invariant systems. The effectiveness of the LPM will be first pointed up through simulations before a real system will be identified. The methodology is then eventually demonstrated on a real-life periodically time-varying electronic system.
  • Keywords
    multivariable systems; polynomials; time-varying systems; transfer functions; LPTV system; linear periodically time-varying system; local polynomial method; multivariable linear time invariant system; nonparametric harmonic transfer function; periodic excitation; MIMO; Noise; Polynomials; Time frequency analysis; Time varying systems; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference (I2MTC), 2011 IEEE
  • Conference_Location
    Binjiang
  • ISSN
    1091-5281
  • Print_ISBN
    978-1-4244-7933-7
  • Type

    conf

  • DOI
    10.1109/IMTC.2011.5944191
  • Filename
    5944191