研究了超高频射频识别在室内定位中的估计距离误差

Elias Hatem, B. El-Hassan, J. Laheurte, S. A. Chakra, E. Colin, C. Maréchal
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引用次数: 9

摘要

距离估计是室内定位的基本步骤。在基于接收信号强度(Received Signal Strength, RSS)的定位中,基于接收信号强度指标(Received Signal Strength Indicator, RSSI)测量值,利用RFID (radio Frequency IDentification,射频识别)标签的无线电传播模型将信号强度转化为距离。然而,由于测量到的RSSI值偏差较大,单个标签在一个方向上的传播模型不太准确。在本文中,提出了一种使用单个RFID标签的方法。测试了工作在433 MHz的单个有源UHF-RFID标签的性能。使用单斜率模型(OSM)确定距离估计。对不同角度的距离估计的改进是基于一种平均算法,该算法允许检测在阅读器天线的一系列位置上的信号衰减。此外,路径损耗指数n在不同位置也被确定。此外,实验验证表明,功率随距离(标签阅读器)的增加而变化。然后,绘制测量距离的路径损失轮廓。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study the estimated distance error in indoor localization using UHF-RFID
Distance estimation is the fundamental step in indoor localization. In RSS (Received Signal Strength)-based localization, the radio propagation model of a RFID (Radio Frequency IDentification) tag based on the RSSI (Received Signal Strength Indicator) measurements is used to convert the signal strength into distance. However, the propagation model for a single tag in one direction is not too accurate due to large deviations in the measured RSSI values. In this paper, an approach using a single RFID tag is presented. Performances of a single active UHF-RFID tag operating at 433 MHz are examined. Distance estimations are determined using the One-Slope Model (OSM). Improvements in distance estimations for different angles are based on an averaging algorithm which allows detecting the attenuation of the signal in a series of positions of the reader antenna. In addition, the Path Loss Exponent 'n' is also determined in different positions. Further, Experimental validations show the evolution of the Power when the distance (tag-reader) increases. Then, the Path loss contours, for measured distances, are plotted.
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