Indoor Localization System Based on Passive RFID Tags

被引：7
|
作者：
Thi Hao Dao [1 ]
Quoc Cuong Nguyen [1 ,2 ]
Van Duc Ngo [2 ]
Minh Thuy Le [1 ,2 ]
Cong Anh Hoang [3 ]
机构：
[1] Hanoi Univ Sci & Technol, Int Res Inst MICA CNRS UMI 2954, Hanoi, Vietnam
[2] Hanoi Univ Sci & Technol Hanoi, Dept Instrumentat & Ind Informat, Hanoi, Vietnam
[3] Vinh Univ Technol Educ, Dept Elect, Vinh, Vietnam
来源：
PROCEEDINGS FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION | 2014年
关键词：
Passive tag; indoor localization; propagation model; K nearest neighbor algorithm; received Signal Strength Indication; UHF RFID;
D O I：
10.1109/ISMS.2014.162
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present a low-cost localization system using UHF RFID passive tags in indoor environments. It can be used to locate objects or people in an unfamiliar building. The signal power distribution, propagation conditions and environmental factors will be studied in more detail. Landmark reference tag grid is applied in our system. The tag RSSI (Received Signal Strength Indication) is the main value for our improved K nearest neighbor algorithm. Path Loss models for an indoor environment are also analyzed. The error map and the accuracy of the reference positions are constructed through the Path Loss model for helping to choose corresponding K reference positions.
引用
收藏
页码：579 / 584
页数：6
相关论文
共 50 条
  • [21] Indoor Localization Using Passive RFID
    Vastianos, George E.
    Kyriazanos, Dimitris M.
    Segou, Olga E.
    Mitilineos, Stelios A.
    Thomopoulos, Stelios C. A.
    SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION XX, 2011, 8050
  • [22] The Study on Using Passive RFID Tags for Indoor Positioning
    Ting, S. L.
    Kwok, S. K.
    Tsang, Albert H. C.
    Ho, George T. S.
    INTERNATIONAL JOURNAL OF ENGINEERING BUSINESS MANAGEMENT, 2011, 3 (01): : 9 - 15
  • [23] Indoor fall detection system for the elderly using passive RFID sensor tags
    Toda, K.
    Shinomiya, N.
    2019 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2019,
  • [24] Novel Semi-Passive RFID System for Indoor Localization
    Athalye, Akshay
    Savic, Vladimir
    Bolic, Miodrag
    Djuric, Petar M.
    IEEE SENSORS JOURNAL, 2013, 13 (02) : 528 - 537
  • [25] Phase-of-Arrival- Based Localization of Passive UHF RFID Tags
    Scherhaeufl, Martin
    Pichler, Markus
    Mueller, Dominik
    Ziroff, Andreas
    Stelzer, Andreas
    2013 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST (IMS), 2013,
  • [26] Localization of Passive UHF RFID Tags Based on Inverse Synthetic Apertures
    Scherhaeufl, Martin
    Pichler, Markus
    Stelzer, Andreas
    2014 IEEE INTERNATIONAL CONFERENCE ON RFID (IEEE RFID), 2014, : 82 - 88
  • [27] Indoor localization for autonomous mobile robot based on passive RFID
    Park, Sunhong
    Hashimoto, Shuji
    2008 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-4, 2009, : 1856 - 1861
  • [28] Passive Multiple Target Indoor Localization Based on Joint Interference Cancellation in an RFID System
    Liu, Meng
    Ma, Liang
    Wang, Na
    Zhang, Yajun
    Yang, Yang
    Wang, Hongjun
    ELECTRONICS, 2019, 8 (04):
  • [29] Navigation system for indoor mobile robots based on RFID tags
    Tsukiyama, Toshifumi
    Suzuki, Atsushi
    ICINCO 2007: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL RA-2: ROBOTICS AND AUTOMATION, VOL 2, 2007, : 298 - 304
  • [30] A Dual-Frequency Phase-Based Indoor Localization Algorithm using Particle Filter for Passive RFID Tags
    Xia, Chenhui
    Xie, Liangbo
    Zhou, Mu
    Yang, Xiaolong
    2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT), 2022,
12345