Title :
A robot path planning system based on a hierarchical fuzzy control
Author :
Wang, Qiang ; Yang, Yanjun ; Shi, Lei
Author_Institution :
Coll. of Mech. Eng. & Autom., Xihua Univ., Chengdu, China
Abstract :
Multi-robot systems have been widely used in various actual fields to perform specific tasks. In the robot system, path planning is a burning problem. To solve this challenging issue, we mainly study the problem of path planning between robots and robots, robots and robots systems. Three factors are taken into account in the paper: the robot autonomous model, the real-time detection of speed and the obstacle risk. And we find that the robot´s motion path ultimately depends on a technique based on hierarchical fuzzy control. From the simulation results, we get the conclusion: in the multi-robot system, obstacle avoidance and path decision made by the hierarchical fuzzy control system are both effective and practical.
Keywords :
fuzzy control; multi-robot systems; path planning; real-time systems; hierarchical fuzzy control; multirobot systems; obstacle avoidance; path decision; real-time detection; robot autonomous model; robot path planning system; robots motion; Automation; Fuzzy control; Mobile communication; Path planning; Planning; Robot kinematics; autonomous robot; hierarchical control; pathplanning;
Conference_Titel :
Computer Science and Service System (CSSS), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9762-1
DOI :
10.1109/CSSS.2011.5974484