• DocumentCode
    2252194
  • Title

    Output feedback stabilization with nonlinear predictive control: asymptotic properties

  • Author

    Imsland, Lars ; Findeisen, Rolf ; Allgower, F. ; Foss, Bjarne A.

  • Author_Institution
    Dept. of Eng. Cybern., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
  • Volume
    6
  • fYear
    2003
  • fDate
    4-6 June 2003
  • Firstpage
    4908
  • Abstract
    State space based nonlinear model predictive control (NMPC) needs the state for the prediction of the system behavior. Unfortunately, for most applications, not all states are directly measurable. To recover the unmeasured states, typically a stable state observer is used. However, this implies that the stability of the closed-loop should be examined carefully, since no semi-global practical stability results for output feedback NMPC using a high-gain observer for state estimation have been established. One drawback of this result is that the observer gain must be increased, if the desired set the state should converge to is made smaller. We show that under slightly stronger assumptions, not only practical stability, but also convergence of the system states and observer error to the origin for a sufficiently large but bounded observer gain can be achieved.
  • Keywords
    asymptotic stability; closed loop systems; convergence; nonlinear control systems; observers; predictive control; state feedback; state-space methods; asymptotic convergence; asymptotic properties; closed-loop stability; high-gain observer; nonlinear predictive control; nonlinear separation principle; observer error; output feedback stabilization; semiglobal practical stability; stable state observer; state space methods; system prediction; Asymptotic stability; Cybernetics; Observers; Open loop systems; Optimal control; Output feedback; Predictive control; Predictive models; State feedback; State-space methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2003. Proceedings of the 2003
  • ISSN
    0743-1619
  • Print_ISBN
    0-7803-7896-2
  • Type

    conf

  • DOI
    10.1109/ACC.2003.1242500
  • Filename
    1242500