• DocumentCode
    3536121
  • Title

    Nonparametric estimation of the best linear time-invariant approximation of a linear time-varying system

  • Author

    Pintelon, Rik ; Louarroudi, Ebrahim ; Lataire, J.

  • Author_Institution
    Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
  • fYear
    2013
  • fDate
    10-13 Dec. 2013
  • Firstpage
    5846
  • Lastpage
    5851
  • Abstract
    Nonparametric frequency response function (FRF) estimates are a standard tool to get quickly insight into the dynamic behavior of complex systems. However, in quite some applications the time-invariance assumption is not exactly met. Therefore, it is important to detect and quantify the deviation from the ideal time-invariant framework that is inherent to the concept of an FRF. In this paper we present a new (direct) method for estimating the best linear time-invariant approximation of a linear time-variant system, and compare it with an existing indirect approach.
  • Keywords
    approximation theory; linear systems; time-varying systems; best linear time-invariant approximation; complex systems; dynamic behavior; linear time-varying system; nonparametric FRF estimation; nonparametric frequency response function estimates; time-invariance assumption; Discrete Fourier transforms; Least squares approximations; Mathematical model; Niobium; Polynomials; Time-varying systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
  • Conference_Location
    Firenze
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-5714-2
  • Type

    conf

  • DOI
    10.1109/CDC.2013.6760811
  • Filename
    6760811