• DocumentCode
    3178920
  • Title

    Observability of nonlinear systems - an algebraic approach

  • Author

    Tibken, Bernd

  • Author_Institution
    Fac. of Electr., Inf. & Media Eng., Wuppertal Univ., Germany
  • Volume
    5
  • fYear
    2004
  • fDate
    14-17 Dec. 2004
  • Firstpage
    4824
  • Abstract
    In this contribution global observability of nonlinear systems is investigated. The main idea is to derive a criterion which allows to decide if two initial states of a system can be distinguished by the output of the system. This well known criterion is equivalent to an infinite set of nonlinear equations. If the system is globally observable this set of equations has a very special solution set which can be characterized algebraically. Based on results from commutative algebra some new algorithmic methods to describe the solution set are given. This allows a global observability analysis for polynomial systems and for some specific classes of nonlinear systems. The new method is applied to an example from the literature.
  • Keywords
    algebra; nonlinear control systems; nonlinear equations; observability; polynomials; commutative algebra; global observability; initial states; nonlinear equations; nonlinear systems; polynomial systems; Algebra; Functional analysis; Jacobian matrices; Modules (abstract algebra); Nonlinear equations; Nonlinear systems; Observability; Polynomials; State-space methods; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2004. CDC. 43rd IEEE Conference on
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-8682-5
  • Type

    conf

  • DOI
    10.1109/CDC.2004.1429553
  • Filename
    1429553