DocumentCode :
435423
Title :
Two-stage fuzzy navigation control of a vision-based intelligent shopping service robot
Author :
Shieh, M.Y. ; Chan, Y.H. ; Cheng, C.P. ; Hsieh, J.C.
Author_Institution :
E&E Dept., Southern Taiwan Univ. of Technol., Tainan, Taiwan
Volume :
1
fYear :
2004
fDate :
2-6 Nov. 2004
Firstpage :
430
Abstract :
The paper describes a two-stage fuzzy navigation controller for a vision-based intelligent shopping service robot (ISSR). The navigation strategy of the robot merges two distinct situations. The global navigation strategy concludes the traveling path from the information such as the task styles assigned to the ISSR and the people distribution in the supermarket. The local navigation control consists of two stages. The obstacle avoidance stage is based on visual feedback and sonar sensory information to detect obstacles, in which, an integrated fuzzy controller is designed to offer a smoother navigation. The guiding control stage provides objective guidance to avoid that the robot travels adrift in the supermarket. The simulation results show the feasibility of the proposed navigation control system.
Keywords :
collision avoidance; feedback; fuzzy control; intelligent robots; navigation; sonar detection; global navigation strategy; guiding control; integrated fuzzy controller; local navigation control; obstacle avoidance stage; obstacle detection; robot travels adrift; smoother navigation; sonar sensory information; supermarket; task styles; traveling path; two-stage fuzzy navigation control; vision-based intelligent shopping service robot; visual feedback; Cameras; Charge coupled devices; Charge-coupled image sensors; Control systems; Fuzzy control; Intelligent robots; Robot sensing systems; Robot vision systems; Service robots; Sonar navigation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, 2004. IECON 2004. 30th Annual Conference of IEEE
Print_ISBN :
0-7803-8730-9
Type :
conf
DOI :
10.1109/IECON.2004.1433349
Filename :
1433349
Link To Document :
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