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
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;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968614