Title :
Behavior-based mamdani fuzzy controller for mobile robot wall-following
Author :
Xiao Li ; Dan Wang
Author_Institution :
Dept. of Marine Eng., Dalian Maritime Univ., Dalian, China
Abstract :
Most of the researches on mobile robot wall-following problem are focused on straight or continuous smooth wall-following cases. This paper proposes a behavior-based fuzzy controller for multi-type-wall following. The fuzzy controller provides an information fusion mechanism for combining sensor data from all laser range finder sensors. The behavior-based approach is implemented as a coordinator to manage the switching among various behaviors to solve the multi-type-wall following problem. The simulation results demonstrate that the mobile robot can follow the wall with convex corner and concave corner.
Keywords :
fuzzy control; laser ranging; mobile robots; sensor fusion; behavior-based Mamdani fuzzy controller; behavior-based approach; behavior-based fuzzy controller; concave corner; convex corner; information fusion mechanism; laser range finder sensor; mobile robot wall-following; multitype-wall following problem; sensor data; smooth wall-following case; Fuzzy logic; Kinematics; Mobile robots; Pragmatics; Robot sensing systems; Wheels; Behavior-based fuzzy control; mobile robot; multi-type-wall; wall-following;
Conference_Titel :
Control, Automation and Robotics (ICCAR), 2015 International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-7522-1
DOI :
10.1109/ICCAR.2015.7166006