• DocumentCode
    447637
  • Title

    Adaptive internal model control using inverses of signals

  • Author

    Shafiq, Muhammad ; Vaqar, Sayyid A.

  • Author_Institution
    Dept. of Syst. Eng., DFUPM, Dhahran, Saudi Arabia
  • Volume
    1
  • fYear
    2004
  • fDate
    4-7 May 2004
  • Firstpage
    401
  • Abstract
    In this paper, we propose a new adaptive IMC scheme based on adaptive finite impulse response filters using inverses of signals, which can be designed for both minimum and non-minimum phase systems in the same fashion. The internal model of the plant is estimated by the normalized least mean squares algorithm as a finite impulse response system and the inverse of the system is designed using the inverses of signals concept. The closed-loop is designed such that the system from the reference input to plant output can be approximately represented by a pure delay. The use of inverses of signals simplifies the real time implementation of the controller and cancellation of non-cancellable zeros of the plant can be avoided. Ultimately, the plant output is forced to track the reference input with a delay. The stability of the closed-loop for both minimum and non-minimum phase systems is guaranteed. The results of computer simulation and laboratory scale experiments are included in the paper to show the effectiveness of the proposed method.
  • Keywords
    FIR filters; adaptive control; adaptive filters; closed loop systems; least mean squares methods; adaptive finite impulse response filters; adaptive internal model control; closed-loop stability; computer simulation; nonminimum phase systems; normalized least mean squares algorithm; Adaptive control; Algorithm design and analysis; Computer simulation; Delay; Finite impulse response filter; Least mean square algorithms; Least squares approximation; Programmable control; Signal design; Stability; Adaptive Control; Internal Model Control; Non-minimum Phase Systems; Realtime;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2004 IEEE International Symposium on
  • Print_ISBN
    0-7803-8304-4
  • Type

    conf

  • DOI
    10.1109/ISIE.2004.1571841
  • Filename
    1571841