DocumentCode
575267
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
fYear
2012
fDate
20-23 Aug. 2012
Firstpage
160
Lastpage
165
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;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location
Akita
ISSN
pending
Print_ISBN
978-1-4673-2259-1
Type
conf
Filename
6318426
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