Fuzzy PID Control of a Five DOF Robot Arm

被引:0
|
作者
G. M. Khoury
M. Saad
H. Y. Kanaan
C. Asmar
机构
[1] Saint-Joseph University,ESIB, Sciences and Technologies Campus
[2] University of Quebec,ETS
关键词
five DOF robot arm; fuzzy control; numerical simulation; PID controllers;
D O I
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中图分类号
学科分类号
摘要
This paper studies the application of fuzzy logic control on a five degrees of freedom (DOF) robot arm, the Maker 100 of U.S. Robots. The elaboration of the fuzzy control laws is based on two structures of coupled rules fuzzy PID controllers. The fuzzy PID controllers are numerically simulated and the simulation results confirm the success of the fuzzy PID control in trajectory tracking problems. Seeking a performance optimization, a systematic study of the choice of tuning parameters of the controllers is done. The success of the proposed fuzzy control law is again affirmed by a comparative evaluation with respect to the computed torque control method and the direct adaptive control method, the last two controls being also numerically implemented using the same dynamic model of the robot arm.
引用
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页码:299 / 320
页数:21
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