• DocumentCode
    3116377
  • Title

    Complex Interval Constraint Propagation for Non Linear Bounded-Error Parameter Identification

  • Author

    Ramdani, N. ; Raissi, T. ; Candau, Y. ; Ibos, L.

  • Author_Institution
    CERTES EA3481, Université Paris XII - Val de Marne. LIRMM, UMR CNRS 5506, Université Montpellier 2, 161 rue Ada, 34392 Montpellier Cédex 5, France. (corresponding author phone: +33467418678; fax: +33467418500. e-mail: Nacim.Ramdani@lirmm.fr
  • fYear
    2005
  • fDate
    12-15 Dec. 2005
  • Firstpage
    3590
  • Lastpage
    3595
  • Abstract
    This paper is dedicated to bounded error identification with complex valued non-linear models. Complex intervals are characterized by using polar forms and a new inclusion function is given for the addition of sectors. The latter is expressed as an optimization problem solved analytically. The new complex interval arithmetic is used for solving constraint satisfaction problems with complex variables and is used within algorithms for bracketing the interval hull of posterior feasible parameter sets. A case study from dielectric relaxation spectra analysis, involving a fairly large number of parameters is investigated from simulation data.
  • Keywords
    Arithmetic; Parameter estimation; Shape control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
  • Print_ISBN
    0-7803-9567-0
  • Type

    conf

  • DOI
    10.1109/CDC.2005.1582719
  • Filename
    1582719