首页|温室植保机器人覆盖式路径规划方法研究

温室植保机器人覆盖式路径规划方法研究

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针对温室环境植保作业的特点,提出了一种针对温室植保机器人的覆盖式路径规划方法。首先通过UWB-IMU对机器人位姿进行估计,解决了激光里程计在温室行间失效的问题,并利用位姿估计结果与激光雷达数据融合建立温室地图。设计了作业点和可通行区域识别方法,完成了基于A*算法的温室植保作业区域全覆盖路径生成方法和基于贝塞尔曲线法的作业路径平滑方法,最终得到了满足温室植保作业要求的全局路径。基于DWA算法对机器人实际作业过程中进行动态规划。最后基于仿真平台CoppeliaSim对上述方法进行了验证,实验结果表明,机器人能有效跟随全局路径,完成覆盖作业任务。
Research on Overlay Path Planning Method for Greenhouse Plant Protection Robot
An overlay path planning method for greenhouse plant protection robots is proposed for the characteris-tics of plant protection operation in greenhouse environment.Firstly,the robot position was estimated by UWB-IMU to solve the problem of laser odometry failure between greenhouse rows,and the fusion of position estimation results with LiDAR data was used to establish a greenhouse map.The identification method of operation point and passable area was designed,and the path generation method of full coverage of greenhouse planting operation area based on A∗al-gorithm and the smoothing method of operation path based on Bessel curve method were completed,and the global path meeting the requirements of greenhouse planting operation was finally obtained.Based on the DWA algorithm,the dynamic planning was carried out during the actual operation of the robot.Finally,the method was validated based on the simulation platform CoppeliaSim.The experimental results show that the robot can effectively follow the global path and complete the covering operation task.

Pose estimationLaser mappingGlobal path planningLocal path planning

毕松、张国轩、李志军

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北方工业大学电气与控制工程学院,北京 100044

位姿估计 激光建图 全局路径规划 局部路径规划

2024

计算机仿真
中国航天科工集团公司第十七研究所

计算机仿真

CSTPCD
影响因子:0.518
ISSN:1006-9348
年,卷(期):2024.41(7)
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