Title :
A predictive collision-free fuzzy algorithm for mobile robots to avoid obstacles moving at variable speeds
Author :
Do, Hoang Minh ; Jung, Jin-Woo
Author_Institution :
Dept. of Comput. Sci. & Eng., Dongguk Univ., Seoul, Ukraine
Abstract :
In this paper, a new algorithm for mobile robot navigation is presented. Some previous works have been proposed to solve this problem which only assumes the obstacles moving at constant speeds. However, differently from the unrealistic assumption, the obstacles can move at variable speed in the real world. The goal of the proposed algorithm is assisting mobile robots smoothly avoid moving obstacles which continuously change their speed by predicting collision. The mechanism is based on fuzzy logic system of two inputs which are the angle of obstacle relative to the direction of robot and the distance between obstacle and robot. The output will be adjustment angle of the heading of robot to avoid possible collisions with obstacles.
Keywords :
collision avoidance; fuzzy control; fuzzy set theory; mobile robots; predictive control; adjustment angle; fuzzy logic system; mobile robot navigation; moving obstacle avoidance; predictive collision-free fuzzy algorithm; variable speeds; Collision avoidance; Fuzzy logic; Heuristic algorithms; Mobile robots; Navigation; Prediction algorithms; Robot navigation; fuzzy logic; moving obstacle;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8