DocumentCode
3173458
Title
ℌ∞ Filtering of Lipschitz nonlinear systems with network-induced uncertain delays
Author
Charandabi, Behnam A. ; Marquez, Horacio J.
Author_Institution
Fac. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
6671
Lastpage
6675
Abstract
In this paper, a filter design scheme is proposed for Lipschitz nonlinear systems with delays. It is assumed that the measurements are transmitted through a communication network and therefore reach the filter with an uncertain delay. The design methodology is formulated as an optimization problem with LMI constraints, which are derived using a less conservative Lyapunov-Krasovskii function and establish an ℌ∞ attenuation level on the effects of the unwanted exogenous inputs on the estimation error. Simulation results are given to illustrate the effectiveness of the proposed filter.
Keywords
H∞ control; Lyapunov methods; control system synthesis; delay systems; filtering theory; linear matrix inequalities; nonlinear control systems; optimisation; uncertain systems; ℌ∞ attenuation level; ℌ∞ filtering; LMI constraint; Lipschitz nonlinear system; Lyapunov-Krasovskii function; filter design scheme; network-induced uncertain delay; optimization problem; Delay; Estimation error; Kalman filters; Linear systems; Nonlinear systems; Robustness; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6426516
Filename
6426516
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