Title :
Research about local path planning of moving robot based on improved artificial potential field
Author :
Yu Jianjun ; Du Hongwei ; Wang Guanwei ; Zhou Lu
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
This article is about artificial potential field (APF) used in moving robot path planning. However, due to the limitations of the algorithm, the robot is easy to fall into local minima destination unreachable during obstacle avoidance and target trends path planning. For this problem, we use “virtual obstacle” and “associate target” methods to improve APF, and successfully apply to robot path planning. Simulation results verify the feasibility of the algorithm.
Keywords :
collision avoidance; mobile robots; path planning; APF; artificial potential field; associate target method; local minima destination; moving robot path planning; obstacle avoidance; target trends path planning; virtual obstacle method; Collision avoidance; Educational institutions; Electric potential; Market research; Path planning; Robots; Simulation; Improved artificial potential field; Local minimization; Local path planning;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561433