• DocumentCode
    3693184
  • Title

    Estimation of affine LPV state space models in the frequency domain: Extension to transient behavior and non-periodic inputs

  • Author

    Jan Goos;John Lataire;Rik Pintelon

  • Author_Institution
    Dept. ELEC, Fundamental Electricity and Instrumentation, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    824
  • Lastpage
    829
  • Abstract
    Recently, a state space identification method was developed for linear periodic parameter-varying systems in the frequency domain. The proposed algorithm required the input and scheduling signals to be periodic and synchronized. In this paper, we extend the existing approach to handle transient behavior with respect to the input. Because the system is no longer required to be in steady state, non-periodic inputs can now be used as well. We illustrate the extended identification technique on a discrete time SIMO simulation example.
  • Keywords
    "Frequency-domain analysis","Transient analysis","Mathematical model","Steady-state","Discrete Fourier transforms","Data models","Estimation"
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2015 European
  • Type

    conf

  • DOI
    10.1109/ECC.2015.7330644
  • Filename
    7330644