IMPROVING THE LOCALIZATION IN THE DOCKING PROBLEM OF THE VIBOT-2 MOBILE ROBOT

Dinh-Quan Nguyen
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Abstract

This article presents a positioning solution for a mobile robot system, the Vibot-2 robot, in the docking problem where the robot must move backwards precisely to the charging position or the location to pick up the delivery cart (or return the cart) during the execution tasks. The localization system needs to calculate the robot's posture (including position coordinates and heading angle) in a fixed coordinate system attached to a fixed station with an accuracy within an allowable limit. The solution to build a positioning module for the Vibot-2 robot uses a stereo camera in combination with AprilTags mounted on a locator plate fixed at the station. Compared with the previous positioning solution applied to the Vibot-2 system, the proposed solution in this article changes the camera type and fiducial tag layout. Experimental results show that the new solution helps to increase the field of view of the positioning module by 30%, increase the measurement accuracy by more than 4 times in term of the average error in the horizontal axis, and at the same time, reduce the rate of measurements with errors outside the allowable limit in term of position by more than 1.5 times and in term of heading angle by more than 2 times.
改进 vibot-2 移动机器人对接问题中的定位功能
在执行任务过程中,机器人必须精确地向后移动到充电位置或拾取送货小车(或归还小车)的位置,本文介绍了移动机器人系统 Vibot-2 机器人在对接问题中的定位解决方案。定位系统需要计算机器人在固定坐标系中的姿态(包括位置坐标和航向角),该坐标系连接到一个固定站点,精度在允许范围内。为 Vibot-2 机器人构建定位模块的解决方案是将立体摄像机与安装在固定站定位板上的 AprilTags 相结合。与之前应用于 Vibot-2 系统的定位解决方案相比,本文提出的解决方案改变了相机类型和靶标布局。实验结果表明,新方案有助于将定位模块的视场提高 30%,将水平轴平均误差的测量精度提高 4 倍以上,同时将位置误差超出允许范围的测量率降低 1.5 倍以上,将航向角误差超出允许范围的测量率降低 2 倍以上。
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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