Title :
Adaptive fuzzy controller design for robotic manipulators with sliding mode control
Author :
Kuo, T.C. ; Hong, B.W. ; Huang, Y.J. ; Chen, C.Y.
Author_Institution :
Dept. of Electr. Eng., Ching Yun Univ., Chungli
Abstract :
In this paper, an adaptive fuzzy sliding mode controller is proposed for a three-axis SCARA manipulator. The proposed controller possesses the advantages of adaptive control, fuzzy control, and sliding mode control. Based on the concept of sliding mode, fuzzy rules are developed to alleviate the input chattering effectively by using the developed adaptation law. The stability of the three-axis SCARA manipulator is guaranteed by using the Lyapunov method. The simulation results demonstrate that the chattering and steady state errors are eliminated and satisfactory trajectory tracking is achieved.
Keywords :
Lyapunov methods; adaptive control; control system synthesis; fuzzy control; position control; stability; variable structure systems; Lyapunov method; adaptive fuzzy controller design; robotic manipulators; sliding mode control; three-axis SCARA manipulator; trajectory tracking; Adaptive control; Fuzzy control; Lyapunov method; Manipulators; Programmable control; Robot control; Sliding mode control; Stability; Steady-state; Trajectory;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630427