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
Link To Document :
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