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DOI:
飞控与探测:2021,(4):40-48
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室内多移动机器人协同建图与路径规划
(1.上海无线电设备研究所;2.西北工业大学 自动化学院)
Multi-Robot Indoor Collaborative Localization and Path Panning
(1.Shanghai Radio Equipment Research Institute;2.School of Automation, Northwestern Polytechnical University)
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中文摘要: 多机器人协同定位与路径规划是协同侦察、作战等场景中的首要问题,其难点在于如何在未知环境下完成自主定位。提出了将多机器人同步定位与构图(Simultaneous Localization and Mapping,SLAM)系统应用于室内环境,,以解决此问题。针对机器人定位存在的相关定位误差,采用了增加惯性测量单元的方法,以进行修正。为解决单个机器人在构建地图时速度较慢的问题,将基于坐标变换的方法用于多机器人的地图融合。此外,基于冲突检测和冲突规避思想,对多机器人路径规划方法进行了研究,并将其部署在了多机器人系统中。实验结果表明,采用多机器人协作进行环境探测,在确保全局地图信息完备的同时,可以提高构图效率。基于冲突规避的多机路径规划方法,可以为机器人个体规划出无碰撞路径,机器人可以根据该路径到达目标位置。
中文关键词: SLAM  多机器人  地图融合  路径规划  冲突规避
Abstract:Multi-robot collaborative localization and path planning is the primary problem in collaborative reconnaissance, combat and other scenarios. The difficulty lies in how to achieve autonomous localization in an unknown environment. This paper proposes to apply the multi-robot collaborative localization (simultaneous localization and mapping) system to the indoor environment to solve this problem. In order to solve the problem of slow map construction of a single robot, the coordinate transformation based method is applied to map merging of multiple robots. In addition, based on the idea of conflict detection and conflict avoidance, the path planning method of multi-robot is studied and deployed in multi-robot system. The experimental results show that the multi-robot cooperation in environment detection can improve the efficiency of composition while ensuring completeness global map information, and the multi-robot path planning method based on conflict avoidance can plan a collision free path for the individual robot, and the robot can reach the target along this path.
文章编号:20210406     中图分类号:TP24,V219    文献标志码:A
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引用文本:
顾家玮,唐 炜,张 乐,陈峻山,周 鲁,成志锋.室内多移动机器人协同建图与路径规划[J].飞控与探测,2021,(4):40-48.