DocumentCode :
11142
Title :
Exponential Observer for a Class of One-Sided Lipschitz Stochastic Nonlinear Systems
Author :
Barbata, Asma ; Zasadzinski, Michel ; Souley Ali, Harouna ; Messaoud, Hassani
Author_Institution :
Centre de Rech. en Autom. de Nancy (CRAN-UMR 7039), Univ. de Lorraine, Cosnes et Romain, France
Volume :
60
Issue :
1
fYear :
2015
fDate :
Jan. 2015
Firstpage :
259
Lastpage :
264
Abstract :
This note investigates observer design for a class of nonlinear one-sided Lipschitz stochastic systems with multiplicative noises. It is shown that the almost sure exponential convergence of the observation error could be treated by decoupling the state from this error. This is done by using a new theorem dedicated to triangular stochastic systems. The observer gains are designed using a polytopic technique exploiting the structure of the control inputs, coupled with a descriptor systems approach.
Keywords :
nonlinear control systems; observers; stochastic systems; descriptor system; exponential convergence; exponential observer; multiplicative noise; nonlinear one-sided Lipschitz stochastic system; observation error; observer design; one-sided Lipschitz stochastic nonlinear systems; polytopic technique; triangular stochastic system; Control theory; Lyapunov methods; Noise; Observers; Stability; Stochastic systems; Vectors; Descriptor systems; exponential almost sure stability; observer; one-sided Lipschitz; polytopic approach; stochastic differential equation (SDE); triangular systems;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2014.2325391
Filename :
6818378
Link To Document :
بازگشت