DocumentCode :
2246335
Title :
Using a fuzzy control model to navigate a mobile robot
Author :
Pon, Lin-Sen ; Ko, Chih-wei ; Hsu, Kou-cheng
Author_Institution :
Dept. of Electr. Eng., Chinese Culture Univ., Taipei, Taiwan
Volume :
2
fYear :
2010
fDate :
11-14 July 2010
Firstpage :
1001
Lastpage :
1006
Abstract :
In this paper, it developed a fusion navigation system for a mobile robot. It used a fuzzy logic control model to handle three different behaviors of robot movement, including the obstacle avoidance, goal seeking and central route path. These behaviors are independently studied and solved for each situation. After all, three behaviors are fused by using a weight assignment equation to determine the velocities of two wheels of robot which it controls the movement of robot navigation.
Keywords :
collision avoidance; fuzzy control; mobile robots; motion control; central route path; fusion navigation system; fuzzy logic control; goal seeking; mobile robot; obstacle avoidance; weight assignment equation; Fuzzy logic; Mobile robots; Navigation; Robot sensing systems; Wheels; Defuzzification; Fuzzy control model; Fuzzy inference engine; Fuzzy rule base; Mobile robot; Pose of robot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
Type :
conf
DOI :
10.1109/ICMLC.2010.5580619
Filename :
5580619
Link To Document :
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