FENG Kun, MA Lei, SUN Yong-kui. Navigation of substation inspection robot based on laser sensor[J]. 2019, (2): 118-120+132. DOI: 10.13873/j.1000-9787(2019)02-0118-03.
基于激光传感器的变电站巡检机器人导航
摘要
针对变电站环境复杂
人工巡检强度大
效率低的问题
研究了基于激光雷达的巡检机器人系统。采用激光即时定位与地图构建(SLAM)算法建立环境地图
应用自适应蒙特卡洛定位(AMCL)算法结合激光以及里程计的数据进行实时定位。针对变电站环境
在地图中标定巡检坐标以及路径中的关键点
设计了全局路径规划以及点对点的导航算法。实验结果表明:巡检机器人能在室内外有效工作
室内外测试条件下的x和y方向的平均绝对误差均小于2 cm
角度的平均绝对误差均小于2°。
Abstract
Aiming at problem that environment of substation is complex
manual inspection is labour-intensive and inefficiency
inspection robot system based on laser radar is studied. The environment map is built by laser simultaneous localization and mapping( SLAM) algorithm
and real-time positioning is carried out by using adaptive Monte Carlo localization( AMCL) algorithm
combined with data of laser and odometer. The global path planning and point to point navigation algorithm is designed for the substation environment
calibrate the inspection coordinates and the key points in the path. The experimental results show that the inspection robot can work effectively indoors and outdoors. The mean absolute error of X and Y directions both indoor and outdoor test conditions is less than 2 cm
and the mean absolute error of angles is less than 2°.