DocumentCode :
2287841
Title :
Indirect adaptive fuzzy sliding mode control for uncertain multi-link robots
Author :
Mu, Xiaojiang ; Ge, Li
Author_Institution :
Dept. of Inf. Control & Manuf., Shenzhen Inst. of Inf. Technol., Shenzhen, China
fYear :
2012
fDate :
6-8 July 2012
Firstpage :
199
Lastpage :
203
Abstract :
An indirect adaptive fuzzy sliding mode controller is presented for trajectory tracking control of uncertain multi-link robots. This approach combines adaptive fuzzy control and global fast sliding mode control, and adopts a global fast sliding mode manifold which can drive system to reach balance point in finite time. Three fuzzy systems are designed to learn the uncertain robot parameters and external disturbances. So the control system can automatically track the robot parameters and disturbances, and reduces chattering of the controller. Prediction estimation for robot parameters and disturbances is not needed too. The control speed is quickened by simplifying the robot structure and decreasing learning parameters of the uncertain robot. Moreover, the system stability is proved by Lyapunov principle. Simulation results verify the validity of the control scheme.
Keywords :
adaptive control; control nonlinearities; control system synthesis; fuzzy control; parameter estimation; robots; stability; trajectory control; uncertain systems; variable structure systems; Lyapunov principle; adaptive fuzzy control; chattering reduction; disturbance estimation; external disturbance; fuzzy system design; global fast sliding mode control; global fast sliding mode manifold; indirect adaptive fuzzy sliding mode controller; prediction estimation; robot parameter estimation; system stability; trajectory tracking control; uncertain multilink robot; uncertain robot parameter; Adaptive systems; Fuzzy systems; Manifolds; Robots; Sliding mode control; Trajectory; adaptive fuzzy control; chattering; model error; sliding mode manifold;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1397-1
Type :
conf
DOI :
10.1109/WCICA.2012.6357867
Filename :
6357867
Link To Document :
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