Title :
Study for AGV Trajectory Control by Using Fuzzy Reasoning
Author :
Wu, Yanming ; Wang, Jun ; Yin, Xiaohong ; Zhao, Han
Author_Institution :
Sch. of Mech. & Automotive Eng., Hefei Univ. of Technol., Hefei
Abstract :
There are always various kinds of disturbances in the environment that causes the instability of the automatic guided vehicle (AGV). The position error is aroused because the trajectory can not follow the reference trace accurately. In this paper a fuzzy control scheme is proposed based on the analysis of the kinematics equation and the trajectory error of AGV. Then, simulations are made with the white noise instead of the disturbances. Simulation and experimental results show that the proposed fuzzy control strategy can improve the kinematics performance of AGV significantly.
Keywords :
automatic guided vehicles; fuzzy control; position control; stability; AGV trajectory control; automatic guided vehicle; fuzzy control scheme; fuzzy reasoning; kinematics equation; Automatic control; Communication system control; Control systems; Equations; Fuzzy control; Fuzzy reasoning; Kinematics; Motion control; Remotely operated vehicles; Wheels; AGV; Error analysis; Fuzzy control; Trajectory control;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.315