DocumentCode
2518974
Title
Behavior-based hierarchical fuzzy control for mobile robot navigation in dynamic environment
Author
Dongshu, Wang ; Yusheng, Zhang ; Wenjie, Si
Author_Institution
Sch. of Electr. Eng., Zhengzhou Univ., Zhengzhou, China
fYear
2011
fDate
23-25 May 2011
Firstpage
2419
Lastpage
2424
Abstract
It is of high significance to investigate the mobile robot navigation under dynamic unknown environment. In order to realize the non-collision movement of mobile robots in dynamic unknown circumstance, behavior-based hierarchical fuzzy logic controller to solve the robot navigation and priority-based behavior control are proposed in this paper. First, four basic behaviors, goal seeking, obstacle avoidance, wall following and deadlock disarming, for mobile robot navigation are proposed, and the former three basic behaviors are implemented through a fuzzy logic controller. To the `U´ or `V´ shaped acute obstacles where mobile robot may be trapped, path remembering behavior is employed to protect robot from re-entering the similar areas through constructing the Virtual Wall. Matlab simulation results show that the proposed approach is effective in navigating mobile robots in a dynamic unknown circumstance.
Keywords
collision avoidance; fuzzy control; mobile robots; navigation; behavior-based hierarchical fuzzy control; behavior-based hierarchical fuzzy logic controller; dynamic environment; mobile robot navigation; obstacle avoidance; path remembering behavior; priority-based behavior control; Fuzzy logic; Mobile robots; Navigation; Robot kinematics; Robot sensing systems; Fuzzy Logic controller; Mobile robot; Navigation; Path remembering; Virtual wall;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location
Mianyang
Print_ISBN
978-1-4244-8737-0
Type
conf
DOI
10.1109/CCDC.2011.5968614
Filename
5968614
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