DocumentCode
2482210
Title
Robust H∞ filtering for nonlinear stochastic state-delayed systems
Author
Zhang, Weihai ; Feng, Gang ; Li, Qinghua
Author_Institution
Coll. of Inf. & Electr. Eng., Shandong Univ. of Sci. & Technol., Qingdao
fYear
2008
fDate
25-27 June 2008
Firstpage
2212
Lastpage
2217
Abstract
This note studies the robust Hinfin filtering problem of nonlinear stochastic systems with state-delay appearing in state equation, measurement and controlled output, where the state is governed by a stochastic Ito-type equation. Based on a nonlinear stochastic bounded real lemma and an exponential estimate formula, an exponential (asymptotic) mean square Hinfin filtering design of nonlinear stochastic time-delay systems is presented via solving a Hamilton-Jacobi inequality. As one corollary, for linear stochastic time-delay systems, a Luenberger-type filter is obtained by solving a linear matrix inequality. Two simulation examples are finally given to show the effectiveness of our results.
Keywords
Hinfin control; delay systems; filtering theory; linear matrix inequalities; mean square error methods; nonlinear control systems; stochastic processes; stochastic systems; Hamilton-Jacobi inequality; Luenberger-type filter; exponential mean square Hinfin filtering; linear matrix inequality; linear stochastic time-delay system; nonlinear stochastic system; robust Hinfin filtering; state-delayed system; stochastic Ito-type equation; Control systems; Information filtering; Information filters; Manufacturing automation; Nonlinear control systems; Nonlinear equations; Nonlinear filters; Robust control; Robustness; Stochastic systems; H∞ filtering; Hamilton-Jacobi inequality; Time-delay systems; stochastic systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593266
Filename
4593266
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