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
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;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580619