DocumentCode
2780388
Title
Two layered behaviour based navigation of a mobile robot in an unstructured environment using fuzzy logic
Author
Rahman, Nasir ; Jafri, Ali Raza
Author_Institution
Dept. of Mechatronics Eng., Beijing Inst. of Technol.
fYear
2005
fDate
18-18 Sept. 2005
Firstpage
230
Lastpage
235
Abstract
This paper proposes a fuzzy behaviour based controls for the navigation of a differential drive mobile robot in an unstructured environment. Behaviours are implemented by incorporating the information of the current location of mobile robot, location of target and distance of the obstacles from the ultrasonic range finders. This behaviour based controls architecture is composed of two layers, the first layer selects a group of behaviours and second implements controller actions for the selected group. The layered architecture reduces the rule base as well as allows further decomposition of behaviours. The behaviour conflict management is done by using inhibition at first layer and suppression at second layer. Simulation results verify the effectiveness of proposed method by implementing obstacle avoidance, wall following, corridor following, target steering and emergency behaviours successfully
Keywords
collision avoidance; fuzzy control; mobile robots; behaviour conflict management; corridor following; differential drive mobile robot; fuzzy behaviour based controls; fuzzy logic; layered architecture; mobile robot; obstacle avoidance; target steering; two layered behaviour based navigation; ultrasonic range finders; unstructured environment; wall following; Costs; Data mining; Fuzzy logic; Humans; Intelligent sensors; Machine vision; Mobile robots; Navigation; Robot sensing systems; Sensor systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Technologies, 2005. Proceedings of the IEEE Symposium on
Conference_Location
Islamabad
Print_ISBN
0-7803-9247-7
Type
conf
DOI
10.1109/ICET.2005.1558886
Filename
1558886
Link To Document