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激光传感自适应的装配式建筑机器人轨迹规划

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为避免机器人碰撞对施工进程与安全带来的威胁,激发机器人在装配式建筑中的巨大潜力,提出一种激光传感自适应装配式建筑机器人轨迹规划方法.构建某装配式建筑网格地图,并由激光传感器获取机器人外围环境数据,利用改进A*算法去除冗余节点,使路径只包括起、终和关键点;结合动态窗口和蚁群算法进行局部轨迹规划,并计算目标速度完成全局规划.在某装配式建筑网格地图中完成实验验证,在静态网格环境中,本方法可在165次迭代和3.16s内,规划出38.6m的路径;在动态网格环境中,本方法则可在248次迭代和3.81s内,躲避动态障碍物.结果表明本方法的路径比文献方法[5,6]更平滑,可在较少的时长和迭代数目内规划出较短的路径.
Trajectory planning of prefabricated building robot based on laser sensing adaptive method
In order to avoid the threat of robot collision to construction process and safety,and stimulate the great po-tential of robots in prefabricated buildings,a laser sensing adaptive trajectory planning method for prefabricated building robots is proposed.The grid map of a prefabricated building is constructed,and the peripheral environment data of the robot is obtained by the laser sensor.The improved A*algorithm is used to remove redundant nodes,so that the path only includes the beginning,end and key points.The dynamic window and ant colony algorithm are used for local trajec-tory planning,and the target velocity is calculated to complete the global planning.The experimental results are verified in the grid map of a prefabricated building.In the static grid environment,the proposed method can plan a 38.6m path in 165 iterations and 3.16s.In a dynamic grid environment,this method can avoid dynamic obstacles in 248 iterations and 3.81s.The results show that the path of this method is smoother than that of the literature method[5,6],and a shorter path can be planned in less time and number of iterations.

prefabricated buildinglaser sensingtrajectory planningant colonydynamic window

张茜、王平

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绵阳职业技术学院,四川绵阳 621000

兰州理工大学电气工程与信息工程学院,甘肃兰州 730050

兰州理工大学甘肃省工业过程先进控制重点实验室,甘肃兰州 730050

装配式建筑 激光传感 轨迹规划 蚁群 动态窗口

国家自然科学基金甘肃省工业过程先进控制重点实验室开放基金

623610392022KX02

2024

光学技术
北京兵工学会 北京理工大学 中国北方光电工业总公司

光学技术

CSTPCD北大核心
影响因子:0.441
ISSN:1002-1582
年,卷(期):2024.50(5)