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Real-Time Locating Systems Using Active RFID for Internet of Things

机译:使用有源RFID的物联网实时定位系统

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摘要

The proliferation of the Internet of Things (IoT) has fostered growing attention to real-time locating systems (RTLSs) using radio frequency identification (RFID) for asset management, which can automatically identify and track physical objects within indoor or confined environments. Various RFID indoor locating systems have been proposed. However, most of them are inappropriate for large-scale IoT applications owing to severe radio multipath, diffraction, and reflection. In this paper, we propose a newly fashioned RTLS using active RFID for the IoT, i.e., iLocate, which locates objects at high levels of accuracy up to 30 cm with ultralong distance transmission. To achieve fine-grained localization accuracy, iLocate presents the concept of virtual reference tags. To overcome signal multipath, iLocate employs a frequency-hopping technique to schedule RFID communication. To support large-scale RFID networks, iLocate leverages the ZigBee. We implement all hardware using 2.45-GHz RFID chips so that each active tag can communicate with readers that are around 1000 m away in a free space. Our empirical study and real project deployment show the superiority of the proposed system with respect to the localization accuracy and the data transmission rate for large-scale active RFID networks.
机译:物联网(IoT)的普及已引起越来越多的人关注使用射频识别(RFID)进行资产管理的实时定位系统(RTLS),该系统可以自动识别和跟踪室内或狭窄环境中的物理对象。已经提出了各种RFID室内定位系统。但是,由于严重的无线电多径,衍射和反射,它们中的大多数不适合大规模物联网应用。在本文中,我们提出了一种新型的RTLS,该RTLS使用用于物联网的有源RFID,即iLocate,可通过超长距离传输以高达30 cm的高精度定位对象。为了实现细粒度的定位精度,iLocate提出了虚拟参考标签的概念。为了克服信号多径问题,iLocate采用了跳频技术来调度RFID通信。为了支持大规模RFID网络,iLocate利用ZigBee。我们使用2.45 GHz RFID芯片实现所有硬件,以便每个有源标签都可以与在空闲空间中约1000 m处的读取器进行通信。我们的实证研究和实际项目部署显示了该系统在大规模有源RFID网络的定位精度和数据传输速率方面的优越性。

著录项

  • 来源
    《IEEE systems journal》 |2016年第3期|1226-1235|共10页
  • 作者单位

    School of Software Engineering, Tongji University, Shanghai, China;

    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China;

    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China;

    Key Lab of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China;

    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China;

    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China;

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

    Active RFID tags; Accuracy; Real-time systems; Antennas; Radio frequency; Educational institutions;

    机译:有源RFID标签;精度;实时系统;天线;射频;教育机构;
  • 入库时间 2022-08-17 13:44:38

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