• DocumentCode
    1589399
  • Title

    A new approach to system identification and rational approximation

  • Author

    Pillai, S. Unnikrishna ; Shim, Theodore I. ; Youla, Dante C.

  • Author_Institution
    Dept. of Electr. Eng., Polytech Univ., Brooklyn, NY, USA
  • fYear
    1992
  • Firstpage
    199
  • Abstract
    The problem of identifying a linear time-invariant system, from its output response to a known input, is addressed, utilizing a simple deterministic theory based on well-established passive network concepts. Specifically, the analysis together with numerical results demonstrate that the method achieves two essential goals: (1) stable rational minimum-phase transfer functions can be identified without prior knowledge of either numerator or denominator degrees, and (2) stable rational minimum-phase Pade-like approximations appear to be generated automatically in the nonrational case
  • Keywords
    approximation theory; identification; linear systems; parameter estimation; transfer functions; ARMA parameter estimation; deterministic theory; linear time-invariant system; minimum-phase Pade-like approximations; minimum-phase transfer functions; nonrational case; passive network concepts; rational approximation; system identification; Area measurement; Autocorrelation; Contracts; History; Noise measurement; Passive networks; Poles and zeros; Speech processing; System identification; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1992. 1992 Conference Record of The Twenty-Sixth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-3160-0
  • Type

    conf

  • DOI
    10.1109/ACSSC.1992.269286
  • Filename
    269286