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
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;
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2008.4586464