DocumentCode :
2379927
Title :
On simultaneous parameter identification and state estimation for cascade state affine systems
Author :
Ghanes, M. ; Zheng, G. ; Leon-morales, J. De
Author_Institution :
ECS/ENSEA, Cergy-Pontoise
fYear :
2008
fDate :
11-13 June 2008
Firstpage :
45
Lastpage :
50
Abstract :
In this paper, an adaptive observer is proposed to solve the problem of simultaneous parameter identification and state estimation for a class of cascade state affine systems. Sufficient conditions are given in order to guarantee the exponential convergence of the proposed observer. Furthermore, simulation results are given illustrating the performance of the proposed observer when it is applied in the synchronization and identification problem of Rossler´s chaotic system.
Keywords :
adaptive control; cascade systems; convergence; observers; parameter estimation; adaptive observer; cascade state affine system; exponential convergence; simultaneous parameter identification; state estimation; Chaos; Chaotic communication; Control systems; Convergence; Nonlinear systems; Observers; Parameter estimation; Programmable control; State estimation; Sufficient conditions; Adaptive observer; Rossler’s chaotic system; identification; synchronization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
ISSN :
0743-1619
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
Type :
conf
DOI :
10.1109/ACC.2008.4586464
Filename :
4586464
Link To Document :
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