节点文献
动态环境下基于模糊逻辑算法的移动机器人路径规划
Path planning based on fuzzy logic algorithm for mobile robots in dynamic environments
【Author】 LI Qing~1,ZHANG Chao~1,HAN Caiwei~1,ZHANG Ting~2,ZHANG Weicun~1 (1.School of Automation,University of Science and Technology Beijing,Beijing 100083,China; 2.Department of Computer Science and Technology,Tangshan College,Tangshan 063000,China)
【机构】 北京科技大学自动化学院; 唐山学院计算机科学与技术系;
【摘要】 基于模糊控制的思想来解决移动机器人路径规划中的避碰问题,以便机器人在动态环境中快速、准确地找到一条无碰撞的路径,最终达到目标点。针对所给动态环境,设计一个模糊控制器;在确定模糊控制器的输入、输出变量以及各自语言值的基础上,根据动态障碍物与机器人运动方向的夹角、碰撞时间、碰撞点在障碍物上的位置等信息,制定相应的模糊控制规则。研究结果表明:本文设计的动态模糊控制器有效。
【Abstract】 Based on fuzzy control,the collisions avoidance problem of mobile robot path planning was solved,for making the robot find a collision-free path in the dynamic environment quickly and accurately and reach the target eventually.A fuzzy controller was designed according to the characteristics of dynamic environment;input and output variables of fuzzy controller were selected and fuzzy control rules were determined based on the angle between moving obstacle and robot motion directions,collision time and collision point on the obstacle.The simulation results show that the proposed control strategy is available.
【Key words】 mobile robot; fuzzy controller; path planning; moving obstacles;
- 【会议录名称】 2013年中国智能自动化学术会议论文集(第五分册)
- 【会议名称】2013年中国智能自动化学术会议
- 【会议时间】2013-08-24
- 【会议地点】中国江苏扬州
- 【分类号】TP242.6
- 【主办单位】中国自动化学会智能自动化专业委员会