Sj. Huang et Dn. Yang, FUZZY-LOGIC CONTROLLER FOR A SCARA ROBOT WITH SYNCHRONOUS NETWORK, International journal of computer applications in technology, 10(1-2), 1997, pp. 15-26
A prototype SCARA robot with synchronous network control interface has
been designed and constructed. This hardware structure can be employe
d and extended to simultaneously control multi-targets with a distribu
ted local controller by the monitoring of a centralized controller thr
ough a synchronous network. Here a centralized controller is designed
to control a SCARA robot without local controllers for each degree of
freedom. Since the robotic manipulator has a complicated mathematical
model, it is difficult to design a control system based on the multi-v
ariable nonlinear coupling dynamic model. The model-free fuzzy logic c
ontrol approach has gained much attention. The traditional fuzzy logic
controller does not have a learning capability. It needs a lot of eff
ort to search the optimal control rules and the shapes of membership f
unctions. Due to the system's time-varying behaviour, the required tra
cking accuracy is difficult to achieve by adjusting the fuzzy rules on
ly. To simplify the implementation problems of fuzzy control, the conc
ept of pre-correction of the system output deviation is added to the f
uzzy control structure using a grey predictor. The experimental result
s show that this fuzzy controller has improved the trajectory tracking
accuracy and simplified the searching effort of fuzzy rules and membe
rship functions obviously.