Collaborative Object Transportation by Multiple Robots with Onboard Object Localization Algorithm

Zhixian Hu, Zhixiang Zhao, Lianxin Zhang, Hengli Liu, Ning Ding, Zhenglong Sun, Tin Lun Lam, Huihuan Qian
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引用次数: 1

Abstract

Collaborative object transportation has become a popular study trend with its remarkable application foreground. In previous relevant studies, localization of the transported object has always been accomplished by additional devices rather than robot onboard equipments. This paper presents a generalized multi-robot leader-follower system for collaborative object transportation and an onboard object localization algorithm for trajectory tracking of the target object. In this system, the mobile robots can directly push a cubic object without extra gripping devices, when tracking the reference trajectory. During the control process, the object is regarded as an virtual leader, whose localization information is utilized as the feedback, while the mobile robots are considered as the followers. In absence of external localization systems, the proposed onboard localization algorithm provides the real-time position information of the object using scan data from lidars equipped on the robots. A performed measurement accuracy test shows high precision of this algorithm. Finally, a lane-changing experiment of object transportation is conducted, and it verifies this multi-robot leader-follower system.
基于机载目标定位算法的多机器人协同物体运输
协同物体运输以其显著的应用前景成为当前研究的热点。在以往的相关研究中,被运输物体的定位一直是通过附加设备来完成的,而不是机器人的车载设备。提出了一种用于协同物体运输的广义多机器人leader-follower系统和一种用于目标物体轨迹跟踪的机载目标定位算法。在该系统中,移动机器人在跟踪参考轨迹时可以直接推动一个立方体物体,而不需要额外的夹持装置。在控制过程中,将目标视为虚拟领导者,利用其定位信息作为反馈,将移动机器人视为追随者。在没有外部定位系统的情况下,所提出的机载定位算法利用机器人上装备的激光雷达的扫描数据提供物体的实时位置信息。测量精度测试表明,该算法具有较高的测量精度。最后进行了物体运输变道实验,验证了该多机器人领导-跟随系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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