Title :
Fuzzy logic control of an obstacle avoidance robot
Author_Institution :
Dept. of Electron. & Commun., Singapore Polytech., Singapore
Abstract :
A fuzzy controller is used to control an obstacle avoidance mobile robot. In this classical problem, the aim is to guide a mobile robot along its path to avoid any static obstacles in front of it. Obstacle avoidance in real-time is a mandatory feature for mobile robots in a dynamically unknown environment. The controller presented here uses three sub-controllers. The outputs are summed to produce a concerted effort to control the motors steering the robot away from obstacles. This fuzzy controller was implemented on a miniature robot. This robot is able to overcome its limitation on range accuracy to follow a left wall, maintaining a short distance from it, to avoid obstacles in front of it, and to decide whether a gap is wide enough for a “side-step” manoeuvre
Keywords :
fuzzy control; hierarchical systems; inference mechanisms; mobile robots; path planning; position control; real-time systems; fuzzy control; hierarchical system; inference rules; mobile robot; obstacle avoidance; range accuracy; real-time systems; steering control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Hierarchical systems; Mobile robots; Orbital robotics; Robot control; Robot sensing systems; Stability;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.551714