Title :
Fuzzy parameter adaptation for a sliding mode controller as applied to the control of an articulated arm
Author :
Erbatur, Kemalettin ; Kaynak, Okyay ; Sabanovic, Asif ; Rudas, Imre
Author_Institution :
Robotics & Autom. Group, TUBITAK Marmara Res. Center, Gebze, Turkey
Abstract :
A number of approaches based on sliding mode control methodology are proposed in the literature for the position control of robotic manipulators. An important problem in this context is chattering, that is high frequency oscillations in the velocity. In this paper, a novel approach is considered which eliminates chattering if the controller parameters are set suitably. A fuzzy adaptation scheme is devised for the online adaptation of the parameters of this method. Simulation results show that the fuzzy rule based adaptation scheme ensures good controller performance without chattering
Keywords :
Lyapunov methods; adaptive control; control system synthesis; fuzzy control; industrial manipulators; nonlinear control systems; position control; variable structure systems; articulated arm; chattering; fuzzy parameter adaptation; fuzzy rule based adaptation scheme; online adaptation; position control; robotic manipulators; sliding mode controller; Automatic control; Control systems; Fuzzy control; Manipulator dynamics; Mechatronics; Robot control; Robotics and automation; Sliding mode control; Ultra large scale integration; Uncertainty;
Conference_Titel :
Robotics and Automation, 1997. Proceedings., 1997 IEEE International Conference on
Conference_Location :
Albuquerque, NM
Print_ISBN :
0-7803-3612-7
DOI :
10.1109/ROBOT.1997.620135