• DocumentCode
    3315792
  • Title

    Computation of convergence radius and error bounds of Volterra series for single input systems with a polynomial nonlinearity

  • Author

    Hélie, Thomas ; Laroche, Béatrice

  • Author_Institution
    CNRS, Ircam, Paris, France
  • fYear
    2009
  • fDate
    15-18 Dec. 2009
  • Firstpage
    7509
  • Lastpage
    7514
  • Abstract
    In this paper, the Volterra series decomposition of a class of time invariant system, polynomial in the state and affine in the input, with an exponentially stable linear part is analyzed. A formal recursive expression of Volterra kernels of the input-to-state system is derived and the singular inversion theorem is used to prove the non-local-in-time convergence of the Volterra series to a trajectory of the system, to provide an easily computable value for the radius of convergence and to compute a guaranteed error bound for the truncated series. These results are available for infinite norms (Bounded Input Bounded Output results) and also for specific weighted norms adapted to some so-called ¿fading memory systems¿ (exponentially decreasing input-output results). The method is illustrated on two examples including a Duffing´s Oscillator.
  • Keywords
    Volterra series; asymptotic stability; convergence; multidimensional systems; nonlinear control systems; polynomials; Duffings oscillator; Volterra series decomposition; convergence radius computation; error bounds; exponentially stable linear part; fading memory system; formal recursive expression; input-to-state system; nonlocal-in-time convergence; polynomial nonlinearity; single input finite dimensional systems; singular inversion theorem; time invariant system; Control systems; Convergence; Fading; Finite wordlength effects; Kernel; Oscillators; Polynomials; Time invariant systems; Time series analysis; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
  • Conference_Location
    Shanghai
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3871-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2009.5400775
  • Filename
    5400775