Title :
Fuzzy Logic Control for Wheeled Mobile Robots
Author :
Sang, Shengju ; Wu, Hao ; Zhao, Jichao ; An, Qi
Author_Institution :
Sch. of Mech. & Power Eng., East China Univ. of Sci. & Technol., Shanghai, China
Abstract :
A new theoretical control method based on the dynamic behavior of wheeled robot is developed, and a mechanism of fuzzy inference for designing a robust control system is present. The inputs are obtained from mounted ultrasonic sensors. A fuzzy logic controller is used to control the robot´s motion along the predefined path. The robot control system is first modeled in Matlab Simulink and then the fuzzy logic rules are optimized for the best results possible. Experimental results are presented to show the performance of the controller.
Keywords :
fuzzy control; fuzzy reasoning; mobile robots; motion control; position control; robust control; Matlab Simulink; fuzzy inference; fuzzy logic control; motion control; mounted ultrasonic sensors; robust control system; wheeled mobile robots; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Mobile robots; Motion control; Robot control; Robot motion; Robot sensing systems; Robust control; Dynamic and kinematic model; Fuzzy Logic Control; Matlab; Wheeled Mobile Robots; robotic behavior;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.241