• DocumentCode
    1183303
  • Title

    Identification of weakly nonlinear systems using input and output measurements

  • Author

    Ewen, Edward J. ; Weiner, Donald D.

  • Volume
    27
  • Issue
    12
  • fYear
    1980
  • fDate
    12/1/1980 12:00:00 AM
  • Firstpage
    1255
  • Lastpage
    1261
  • Abstract
    A new identification technique for a class of weakly nonlinear systems whose behavior is adequately characterized in terms of a finite Volterra functional series is presented. Application of the identification technique results in a complete specification of the nonlinear impulse responses which describe a weakly nonlinear system. The identification technique is a "black box" procedure in that only measurements at the system input and output terminals are required. A functional form for the second-order impulse response, h_2(t_1, t_2) , is derived for a nonlinear system with a finite number of power-law devices. The identification of h_2(t_1, t_2) is accomplished by exciting the system with a sum of exponentially decaying signals and appropriately processing the input and output signals using the pencil-of-functions system identification approach. This results in a complete set of linear equations involving all the parameters of h_2(t_1, t_2) . Solution of these equations uniquely determines h_2(t_l, t_2) . An example of the practical application of the technique to a common emitter amplifier is presented.
  • Keywords
    Nonlinear circuits and systems; Nonlinear systems; System identification; Ear; Electronic equipment; Linear systems; Nonlinear equations; Nonlinear systems; Power system modeling; Signal processing; System identification; Time measurement; Transfer functions;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-4094
  • Type

    jour

  • DOI
    10.1109/TCS.1980.1084774
  • Filename
    1084774