A Fast UHF RFID Localization Method Using Unwrapped Phase-Position Model

被引:64
|
作者
Wu, Haibing [1 ]
Tao, Bo [1 ]
Gong, Zeyu [1 ]
Yin, Zhouping [1 ]
Ding, Han [1 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Hubei, Peoples R China
基金
美国国家科学基金会;
关键词
Radiofrequency identification; Mobile antennas; Mobile robots; Radio frequency; RF signals; UHF technology; Thermal noise; Intelligent warehouse; mobile robot; phase unwrapping; radio frequency identification (RFID) localization; ultrahigh-frequency (UHF) RFID; TAGS; OPTIMIZATION; FILTER; SHIFT;
D O I
10.1109/TASE.2019.2895104
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel ultrahigh-frequency (UHF) radio frequency identification (RFID) localization method is proposed in this paper, by which the location of a static passive tag can be easily obtained using a mobile RFID antenna. An unwrapped phase-position model with three parameters is built, and the location of the tag can be pinpointed through an ordinary nonlinear least-squares algorithm. The main advantage of this method is that it is cheap in computation cost compared with the existing grid-based methods. The experimental tests confirm that the proposed method can localize the RFID tags with a competitive computational efficiency and accuracy performance, i.e., millisecond-level computing time and centimeter-level location accuracy. The proposed UHF RFID localization method is well suited to the pervasive location-aware applications, searching RFID-tagged item in the intelligent warehouse by the mobile robot with an onboard RFID system, for example. Note to Practitioners Ultrahigh-frequency (UHF) radio frequency identification (RFID) has become an efficient booster for the warehouse logistics management due to its low cost, battery-free, and unique identification. The location-aware technology based on RFID is an enabling technology for intelligent warehouse logistics. This paper proposes a passive UHF RFID tag localization method, by which the tags can be easily localized by the use of a mobile RFID system. The experimental results show that the proposed method can localize the static tags with good performance, especially low computation cost. The proposed localization method contributes to the pervasive location-aware application, in which their computation ability is usually limited. For example, mobile robots with the RFID system autonomously seek the RFID-tagged stocks in a warehouse.
引用
收藏
页码:1698 / 1707
页数:10
相关论文
共 50 条
  • [1] An Improved Phase-Unwrapping Method for Unwrapped Phase based RFID Localization
    Wang, Wenhe
    Li, Zhenlong
    Wu, Chong
    Gong, Zeyu
    Du, Juan
    [J]. 2023 IEEE 13TH INTERNATIONAL CONFERENCE ON RFID TECHNOLOGY AND APPLICATIONS, RFID-TA, 2023, : 71 - 74
  • [2] RFID-Based Pose Estimation for Moving Objects Using Classification and Phase-Position Transformation
    Tang, Jing
    Gong, Zeyu
    Wu, Haibing
    Tao, Bo
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (18) : 20606 - 20615
  • [3] UHF RFID Localization based on Phase Map
    Li Yansong
    Wang Dong
    [J]. ENGINEERING AND MANUFACTURING TECHNOLOGIES, 2014, 541-542 : 1463 - 1466
  • [4] Mobile Robot Localization Using the Phase of Passive UHF RFID Signals
    DiGiampaolo, Emidio
    Martinelli, Francesco
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (01) : 365 - 376
  • [5] A Synthetic Aperture UHF RFID Localization Method by Phase Unwrapping and Hyperbolic Intersection
    Tripicchio, Paolo
    Unetti, Matteo
    D'Avella, Salvatore
    Buffi, Alice
    Motroni, Andrea
    Bernardini, Fabio
    Nepa, Paolo
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 19 (02) : 933 - 945
  • [6] UHF RFID Indoor Localization Based on Phase Difference
    Zeng, Yanhan
    Liao, Yuxing
    Chen, Xiheng
    Tan, Hong-zhou
    [J]. IETE JOURNAL OF RESEARCH, 2023, 69 (06) : 3511 - 3517
  • [7] Simultaneous Localization and Mapping Using the Phase of Passive UHF-RFID Signals
    Francesco Martinelli
    [J]. Journal of Intelligent & Robotic Systems, 2019, 94 : 711 - 725
  • [8] Simultaneous Localization and Mapping Using the Phase of Passive UHF-RFID Signals
    Martinelli, Francesco
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2019, 94 (3-4) : 711 - 725
  • [9] Mobile robot localization method in UHF-RFID
    UHF-RFID环境下的移动机器人定位方法
    [J]. Yang, Xu-Sheng (yxs921@yahoo.com), 1807, Northeast University (33):
  • [10] Indoor localization using the reference tags and phase of passive UHF-RFID tags
    Xu, He
    Ding, Ye
    Li, Peng
    Wang, Ruchuan
    [J]. International Journal of Business Data Communications and Networking, 2017, 13 (02) : 69 - 82