• DocumentCode
    2910620
  • Title

    Measuring the best linear approximation of a nonlinear system with uniformly frequency-distributed periodic signals

  • Author

    Dobrowiecki, Tadeusz P. ; Schoukens, Johan

  • Author_Institution
    Budapest Univ. of Technol. & Econ., Budapest
  • fYear
    2007
  • fDate
    1-3 May 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper studies the approximation, in least square sense, of a nonlinear system with a linear system, when the measurements are made with periodic signals with a high number of harmonics. The dependency of the asymptotic (period length tends to infinity) behavior of the best linear approximation on the local selection scheme for the excited frequencies is analyzed in detail. Under some weak conditions, error bounds and a full equivalence with random noise excitations is established.
  • Keywords
    approximation theory; nonlinear systems; signal processing; asymptotic behavior; best linear approximation; local selection scheme; nonlinear system; random noise excitations; uniformly frequency-distributed periodic signals; Distortion measurement; Frequency measurement; H infinity control; Harmonic distortion; Least squares approximation; Length measurement; Linear approximation; Linear systems; Noise measurement; Nonlinear systems; Volterra-series; best linear approximation; discrepancy; frequency grid; random multisines; uniform sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
  • Conference_Location
    Warsaw
  • ISSN
    1091-5281
  • Print_ISBN
    1-4244-0588-2
  • Type

    conf

  • DOI
    10.1109/IMTC.2007.379371
  • Filename
    4258198