• DocumentCode
    2568064
  • Title

    Computation of convergence radius and error bounds of Volterra series for multiple input systems with an analytic nonlinearity in state

  • Author

    Hélie, Thomas ; Laroche, Béatrice

  • Author_Institution
    STMS, CNRS, Paris, France
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    3499
  • Lastpage
    3504
  • Abstract
    In this paper, the Volterra series decomposition of a class of multiple input time-invariant systems, analytic in state and affine in inputs is addressed. Computable bounds for the non-local-in-time convergence of the Volterra series to a trajectory of the system are given for infinite norms (Bounded Input Bounded Output results) and for specific weighted norms adapted to some “fading memory systems” (exponentially decreasing input-output results). This work extends results previously obtained for polynomial single input systems. Besides the increase in combinatorial complexity, a major difference with the single input case is that inputs may play different roles in the system behavior. Two types of inputs (called “principal” and “auxiliary”) are distinguished in the convergence process to improve the accuracy of the bounds. The method is illustrated on the example of a frequency-modulated Duffing´s oscillator.
  • Keywords
    Volterra series; convergence; error analysis; Volterra series decomposition; analytic nonlinearity; combinatorial complexity; convergence radius; error bound; fading memory system; frequency-modulated Duffing oscillator; multiple input time-invariant system; polynomial single input system; Convergence; Fading; Finite wordlength effects; Indexes; Kernel; Neodymium; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5717173
  • Filename
    5717173