• DocumentCode
    1539561
  • Title

    Global chaos synchronization and robust filtering in noisy context

  • Author

    Millerioux, Gilles ; Daafouz, Jamal

  • Author_Institution
    Centre de Recherche en Autom. de Nancy, Vandoeuvre, France
  • Volume
    48
  • Issue
    10
  • fYear
    2001
  • fDate
    10/1/2001 12:00:00 AM
  • Firstpage
    1170
  • Lastpage
    1176
  • Abstract
    In this paper, the problem of global chaos synchronization is addressed. Two propositions borrowed from results of the robust control theory are established to achieve global synchronization of piecewise-linear dynamical systems in an observer configuration. They are expressed in terms of linear matrix inequalities. One proposition enables the computation of the observer gain matrix which ensures global synchronization with a predetermined transient time called rate of convergence. The second one enables the computation of the observer gain matrix ensuring the minimization of the influence of disturbances in a noisy context leading to a so-called robust filtering. At the same time, propositions give conditions on the structure of the generator to obtain synchronization, Comparisons of performances are pointed out through a numerical example. They clearly highlight the efficiency of robust filtering
  • Keywords
    chaos; convergence; filtering theory; matrix algebra; noise; observers; piecewise linear techniques; synchronisation; global chaos synchronization; linear matrix inequalities; noisy context; observer configuration; observer gain matrix; piecewise-linear dynamical systems; predetermined transient time; rate of convergence; robust filtering; Automatic control; Chaos; Convergence; Filtering; Linear matrix inequalities; Nonlinear filters; Observers; Piecewise linear techniques; Robust control; Robustness;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7122
  • Type

    jour

  • DOI
    10.1109/81.956011
  • Filename
    956011