DocumentCode :
694583
Title :
Motion control of robot based on fuzzy adaptive PID algorithm
Author :
Lei Yanmin ; Du Limin ; Feng Zhibin
Author_Institution :
Dept. of Electron. Inf. Eng., Changchun Univ., Changchun, China
fYear :
2013
fDate :
12-13 Oct. 2013
Firstpage :
1310
Lastpage :
1313
Abstract :
The UP-Voyager II autonomous mobile robot as the experimental platform, a kind of fuzzy adaptive PID algorithm is presented and used for the robot´s motion control. Aiming at the interferential, time varying and nonlinear problems in motion control, the design method of fuzzy adaptive PID is put forward. This method may dynamically adjust proportional coefficient (Kp), integral coefficient (Ki) and derivative coefficient (Kd) of PID algorithm by using fuzzy control. The experimental results show that this method can effectively improve the control performance and control precision of the wheel speed.
Keywords :
adaptive control; fuzzy control; integral equations; mobile robots; motion control; nonlinear control systems; three-term control; time-varying systems; velocity control; wheels; UP-Voyager II autonomous mobile robot; control performance; control precision; derivative coefficient; fuzzy adaptive PID algorithm; fuzzy control; integral coefficient; interferential problems; nonlinear problems; proportional coefficient; robot motion control; time varying problems; wheel speed; Adaptive systems; Fuzzy control; Mobile robots; Motion control; Niobium; Robot kinematics; autonomous mobile robot; fuzzy adaptive PID; motion control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
Type :
conf
DOI :
10.1109/ICCSNT.2013.6967342
Filename :
6967342
Link To Document :
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