DocumentCode
583451
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
fYear
2012
fDate
17-21 Oct. 2012
Firstpage
2214
Lastpage
2217
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location
JeJu Island
Print_ISBN
978-1-4673-2247-8
Type
conf
Filename
6393223
Link To Document