Title :
An adaptive learning control of flexible robot manipulators with joint flexibility
Author :
Kim, Yoon-Sik ; Choi, Dae-II ; Han, Woong-Gie ; Kuc, Tae-Yong
Author_Institution :
Dept. of Electron. Eng., Sung Kyun Kwan Univ., Suwon, South Korea
Abstract :
This paper presents a learning controller for flexible robot manipulators which is based on the computed torque error compensation method. The learning controller learns the desired torque input for tracking of link and elastic force dynamics. The uncertain system parameters and elastic force bound are also learned by the learning rules derived in the learning system. The link position error and the coupled elastic force error are shown to converge asymptotically, which, in turn, is confirmed via computer simulations
Keywords :
adaptive control; error compensation; learning systems; manipulator dynamics; position control; tracking; adaptive learning control; computed torque error compensation method; coupled elastic force error; elastic force bound; flexible robot manipulators; joint flexibility; link position error; Adaptive control; Computer errors; Error compensation; Force control; Learning systems; Manipulator dynamics; Programmable control; Robot control; Torque control; Uncertain systems;
Conference_Titel :
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-3280-6
DOI :
10.1109/ICSMC.1996.571224