A Study on RFID-based Arbitrary Point-to-Point Navigation and Path Recovery System for Mobile Robots

Osaki Nakamatsu, T. Wada
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Abstract

In recent years, due to the declining birthrate, there are more and more situations where elderly people need to be cared for. As a result, the burden per caregiver has been increasing. As a technology to solve this problem, indoor robot navigation systems that support indoor mobility of those who need care are attracting attention. A navigation system using a mobile robot has components such as position estimation and movement control. As a conventional technique for location estimation, there is a location estimation method using QR codes. In addition, there is a conventional method of mobile control using RSSI. The proposed method presented in this paper is a robot navigation system that replaces QR codes with RFID tags and uses the RSSI-based mobile control method. In addition, we propose a path recovery system when the mobile robot deviates from the path during navigation. In the performance evaluation of navigation between arbitrary points, the maximum error from the ideal trajectory was found to be 13 cm. We also found that the average error between the destination tag and the stop position was 20 cm, while the maximum error was 51 cm. In the performance evaluation of the path recovery system, the maximum error between the ideal path and the stop position was found to be 30 cm.
基于rfid的移动机器人任意点对点导航与路径恢复系统研究
近年来,由于出生率的下降,老年人需要照顾的情况越来越多。因此,每个照护者的负担一直在增加。作为解决这一问题的一项技术,支持需要照顾的人在室内移动的室内机器人导航系统引起了人们的关注。使用移动机器人的导航系统具有位置估计和运动控制等组件。作为传统的位置估计技术,有一种基于QR码的位置估计方法。此外,还有一种传统的使用RSSI的移动控制方法。本文提出的方法是一种用RFID标签代替QR码的机器人导航系统,并使用基于rssi的移动控制方法。此外,我们还提出了移动机器人在导航过程中偏离路径时的路径恢复系统。在任意点间导航性能评估中,与理想轨迹的最大误差为13 cm。我们还发现,目标标签与停止位置之间的平均误差为20 cm,最大误差为51 cm。在路径恢复系统的性能评估中,发现理想路径与停止位置之间的最大误差为30 cm。
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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