DocumentCode :
2467426
Title :
First order sliding fuzzy interval type-2 control applied for the steering vehicle control
Author :
Menhour, Lghani ; Manceur, Malik ; Bouibed, Kamel
Author_Institution :
Centre de Rech. STIC, IUT de Troyes, Troyes, France
fYear :
2012
fDate :
14-17 Oct. 2012
Firstpage :
1070
Lastpage :
1075
Abstract :
This paper deals with an adaptive fuzzy type-2 sliding mode control for a steering vehicle control. Two fuzzy type-2 systems are used in order to obtain a global model and to derive an adaptation law control. In fact, to overcome the constraint on the knowledge of the vehicle model, a global model is deduced using type-2 fuzzy system. Then the obtained global T-2 fuzzy vehicle model is used to design a sliding mode steering vehicle control. Sufficient conditions of stability and asymptotic convergence of this controller are presented in Lyapunov sens. The adaptive type-2 fuzzy sliding mode control will be compared to the classical first order sliding mode control. Promising results have been obtained using real data acquired by a laboratory vehicle.
Keywords :
Lyapunov methods; adaptive control; fuzzy control; fuzzy systems; road vehicles; stability; steering systems; variable structure systems; Lyapunov sense; adaptation law control; adaptive fuzzy type-2 sliding mode control; asymptotic convergence; first order sliding fuzzy interval type-2 control; fuzzy type-2 systems; global T-2 fuzzy vehicle model; laboratory vehicle; sliding mode steering vehicle control; stability condition; Adaptation models; Convergence; Fuzzy systems; Mathematical model; Sliding mode control; Vehicles; Zirconium;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
Type :
conf
DOI :
10.1109/ICSMC.2012.6377872
Filename :
6377872
Link To Document :
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