Title :
Fuzzy adaptive PD control for robot and experiment study
Author :
Wen, Shu-Huan ; Yang, Hua
Author_Institution :
Dept. of Autom., Yanshan Univ., Qinhuangdao, China
Abstract :
Considering the problem of ordinary PID controller does not regulate the parameters on-line, a kind of fuzzy adaptive PD control algorithm is presented, which is applied successfully into the robot´s trajectory tracing control. As the role of a tuner of the robot PD controller gains, this algorithm does not only uses a conventional PD controller to roughly regulate parameters but also uses fuzzy control part to mildly regulate parameters. The result of experiment shows superior control performance than the conventional PD controller for robot control.
Keywords :
PD control; adaptive control; fuzzy control; position control; robots; fuzzy adaptive PD control algorithm; robot trajectory tracing control; Adaptive control; Control systems; Fuzzy control; PD control; Programmable control; Robot control; Robotics and automation; Service robots; Three-term control; Tuners; Fuzzy logic control; PD control; experiment study for robot;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527059