• DocumentCode
    1180280
  • Title

    Nonlinear discrete-time observer design with linearizable error dynamics

  • Author

    Xiao, MingQing ; Kazantzis, Nikolaos ; Kravaris, Costas ; Krener, Arthur J.

  • Author_Institution
    Dept. of Math., Southern Illinois Univ., Carbondale, IL, USA
  • Volume
    48
  • Issue
    4
  • fYear
    2003
  • fDate
    4/1/2003 12:00:00 AM
  • Firstpage
    622
  • Lastpage
    626
  • Abstract
    A necessary and sufficient condition for the existence of a discrete-time nonlinear observer with linearizable error dynamics is provided. The result can be applied to any real analytic nonlinear system whose linear part is observable. The necessary and sufficient condition is the solvability of a nonlinear functional equation. Furthermore, the well-known Siegel´s theorem on the linearizability of a mapping is naturally reproduced in a corollary. The proposed observer design method is constructive and can be applied approximately to any sufficiently smooth, linearly observable system yielding a local observer with approximately linear error dynamics.
  • Keywords
    difference equations; discrete time systems; nonlinear dynamical systems; observers; Siegel´s theorem; linearizable error dynamics; necessary and sufficient condition; nonlinear discrete-time observer design; nonlinear functional equation; output injection; Chemical engineering; Design methodology; Estimation error; Linear approximation; Mathematics; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Observers; Sufficient conditions;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2003.809793
  • Filename
    1193742