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Differential received signal strength based RFID positioning for construction equipment tracking

机译:基于差分接收信号强度的RFID定位,用于建筑设备跟踪

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摘要

A novel differential received signal strength (RSS) positioning algorithm is proposed in the paper. Different from traditional methods to find the relationship between RSS and distance, this new positioning approach is based on linear regression of angle and differential received signal strengths. The advantages of this positioning algorithm is robust to heterogeneity of RFID tags as well as direction between tag and reader. Several experiments are firstly carried out in open environment and then a further experiment is conducted in a LNG training centre to validate our proposed algorithm. The results show that our proposed algorithm can achieve better accuracy than existing RFID positioning approaches for equipment tracking.
机译:提出了一种新颖的差分接收信号强度(RSS)定位算法。与寻找RSS和距离之间关系的传统方法不同,这种新的定位方法基于角度和差分接收信号强度的线性回归。这种定位算法的优点是对RFID标签的异质性以及标签和读取器之间的方向具有鲁棒性。首先在开放环境中进行了几次实验,然后在LNG培训中心进行了进一步的实验,以验证我们提出的算法。结果表明,与现有的用于设备跟踪的RFID定位方法相比,我们提出的算法可以获得更高的精度。

著录项

  • 来源
    《Advanced engineering informatics》 |2019年第10期|100960.1-100960.9|共9页
  • 作者单位

    Guangzhou Univ Sch Management Guangzhou 510006 Guangdong Peoples R China;

    East China Jiaotong Univ Sch Civil Engn & Architecture Nanchang 330013 Jiangxi Peoples R China|Curtin Univ Sch Design & Built Environm Perth WA 6102 Australia|Kyung Hee Univ Dept Housing & Interior Design Seoul South Korea;

    East China Jiaotong Univ Sch Civil Engn & Architecture Nanchang 330013 Jiangxi Peoples R China;

    Kyung Hee Univ Dept Housing & Interior Design Seoul South Korea;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Differential RSS; RFID positioning; Heterogeneous RFID tags;

    机译:差分RSS;RFID定位;异类RFID标签;

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