DocumentCode :
536149
Title :
Robust Tracking Scheme for Wheeled Mobile Robot with Actuator Saturations Via Uncertain T-S Fuzzy Model
Author :
Xingquan, Gao
Author_Institution :
Dept. of Autom., Jilin Inst. of Chem. Technol., Jilin, China
Volume :
2
fYear :
2010
fDate :
23-24 Oct. 2010
Firstpage :
308
Lastpage :
312
Abstract :
In this paper, a constrained robust guaranteed cost tracking scheme for Wheeled Moving Robot (WMR) with actuator saturations is proposed. First, tracking error dynamics of WMR is represented by uncertain Tagaki-Sugeno (T-S) fuzzy model, where varying velocity in desired trajectory is look as uncertain parameter, so we can represent the T-S subsystem via Then constrained robust guaranteed controller in the form of state feedback is derived for each subsystem by solving LMI based semi-definite programming problems. Finally, The overall controller then is constructed in the framework of PDC and the Lyapunov stability of the closed-loop system is tested finally. Simulation results are given and discussed to validate the proposed scheme.
Keywords :
Lyapunov matrix equations; actuators; closed loop systems; fuzzy systems; linear matrix inequalities; mobile robots; position control; robot dynamics; robust control; state feedback; LMI; Lyapunov stability; PDC; actuator saturations; closed-loop system; constrained robust guaranteed controller; error dynamics; robust tracking scheme; semi-definite programming problems; state feedback; trajectory; uncertain T-S fuzzy model; uncertain Tagaki-Sugeno fuzzy model; uncertain parameter; wheeled mobile robot; Actuators; Computational modeling; Linear matrix inequalities; Mobile robots; Nonlinear systems; Simulation; Trajectory; LMI; WMR; tracking; uncertain T-S model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-8432-4
Type :
conf
DOI :
10.1109/AICI.2010.187
Filename :
5657048
Link To Document :
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