用于农业安全的RFID跟踪系统

A. Motroni, Francesca Rosati, P. Nepa, A. Buffi, M. Pirozzi, L. D. Donato, Laura Tomassini, Alessandra Ferraro
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引用次数: 5

摘要

本文提出了一种针对农林作业区域遥控农机附近作业人员的跟踪系统,旨在提高作业人员的安全性。它由一个无源超高频(UHF)射频识别(RFID)系统组成,其中RFID读取器连接到天线阵列,安装在rcfm上,而每个工人都配备了一对放置在不同高度的RFID标签。利用机载硬件测量工作距离和到达方向(DoA)。然后用无气味卡尔曼滤波器(UKF)估计工作人员的轨迹,如果操作员与RCFM的距离低于指定的阈值,则会发出警报,从而停止危险的操作。这项工作是由意大利国家工伤事故保险研究所(INAIL)共同资助的SMARTGRID项目的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An RFID Tracking System for Agricultural Safety
This paper proposes a tracking system of workers operating in proximity of remote-control farm machineries (RCFMs) in agricultural and forestry working areas by aiming to enhance the operator safety. It consists of a passive Ultra-High-Frequency (UHF) Radio Frequency Identification (RFID) system where the RFID reader connected to an antenna array is installed on-board of RCFMs, whereas each worker is equipped with a pair of RFID tags placed at different heights. The onboard hardware is exploited to both measure the worker distance and the Direction of Arrival (DoA). The worker trajectory is then estimated with an Unscented Kalman Filter (UKF) and an alarm is raised if the operator distance from the RCFM is is below an assigned threshold, thus stopping the dangerous manoeuvre. The work is part of the SMARTGRID Project co-funded by the Italian National Institute for Insurance against Accidents at Work (INAIL).
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