Title :
Arbitrary trajectory tracking of a mobile robot by an image-based fuzzy controller
Author :
Kato, Tatsuya ; Watanabe, Keigo ; Maeyama, Shoichi
Author_Institution :
Dept. of Intell. Mech. Syst., Okayama Univ., Okayama, Japan
Abstract :
Most of conventional mobile robot control methods have controlled robots based on their positions that are measured by some kinds of position estimation methods. On the other hand, humans decide their behavior based on mainly visual information without their accurate positions usually. Image-based visual servoings (IBVS) seem to be human approaches in the viewpoint that they control robots based on information of camera images without using robot positions. This paper proposes a method for tracking an arbitrary trajectory drawn on a floor by an IBVS method. A fuzzy controller is designed to determine control inputs from parameters of a linearized target trajectory on captured images. The proposed method is evaluated through some simulation experiments.
Keywords :
fuzzy control; mobile robots; robot vision; tracking; trajectory control; visual servoing; IBVS method; arbitrary trajectory tracking; camera images; captured images; control inputs; image-based fuzzy controller; image-based visual servoing; linearized target trajectory; mobile robot control methods; position estimation methods; robot positions; simulation experiments; visual information; Cameras; Mobile robots; Robot kinematics; Robot vision systems; Trajectory; Visualization; Fuzzy control; Imabe-based visual servoing (IBVS); Trajectory tracking;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1