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
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