RFID Based Indoor Positioning System Using Event Filtering

被引:7
|
作者
Bok, Kyoungsoo [1 ]
Yoo, Jaesoo [1 ]
机构
[1] Chungbuk Natl Univ, Sch Informat & Commun Engn, Cheongju, South Korea
关键词
LBS; Indoor; RFID; Event filtering; Location tracking; Location update; KALMAN FILTER; LOCALIZATION; WIFI;
D O I
10.5370/JEET.2017.12.1.335
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently, location systems using RFID technology have been studied in indoor environments. However, the existing techniques require high computational cost to compute the location of a moving object because they compare the location proximity of all reference tags and objects. In this paper, we propose an RFID based location positioning scheme using event filtering, which reduces the computation cost of calculating the locations of moving objects while maintaining the accuracy of location estimation. In addition, we propose an incremental location update policy to reduce the location update cost for moving objects. We also compare the proposed scheme with one of the localization schemes, LANDMARC using a performance evaluation. As a result, the proposed scheme outperforms LANDMARC in terms of the computational cost of location estimation. The proposed scheme also reduces the cost of location update by using the RFID-based update policy.
引用
收藏
页码:335 / 345
页数:11
相关论文
共 50 条
  • [1] RFID Indoor Positioning based on Probabilistic RFID Map and Kalman Filtering
    Bekkali, Abdelmoula
    Sanson, Horacio
    Matsumoto, Mitsuji
    THIRD IEEE INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS - WIMOB 2007, 2007,
  • [2] RFID-based indoor positioning system
    Mo J.P.T.
    Lee J.J.S.
    International Journal of Radio Frequency Identification Technology and Applications, 2011, 3 (1-2) : 141 - 154
  • [3] The blind interactive guide system using RFID-based indoor positioning system
    Na, Jongwhoa
    COMPUTERS HELPING PEOPLE WITH SPECIAL NEEDS, PROCEEDINGS, 2006, 4061 : 1298 - 1305
  • [4] AN IMU/MAGNETOMETER-BASED INDOOR POSITIONING SYSTEM USING KALMAN FILTERING
    Hellmers, Hendrik
    Norrdine, Abdelmoumen
    Blankenbach, Joerg
    Eichhorn, Andreas
    2013 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2013,
  • [5] A Standalone RFID Indoor Positioning System Using Passive Tags
    Saab, Samer S.
    Nakad, Zahi S.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (05) : 1961 - 1970
  • [6] A Novel RFID Indoor Positioning System based on Doppler Effect
    Tong, Huichen
    Wang, Dong
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 3292 - 3295
  • [7] An Implementation of Positioning System in Indoor Environment based on Active RFID
    Wang, Ching-Sheng
    Huang, Chun-Hong
    Chen, Yong-Si
    Zheng, Li-Jie
    JCPC: 2009 JOINT CONFERENCE ON PERVASIVE COMPUTING, 2009, : 71 - +
  • [8] RFID-Based and Kinect-Based Indoor Positioning System
    Wang, Ching-Sheng
    Chen, Chien-Liang
    2014 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, VEHICULAR TECHNOLOGY, INFORMATION THEORY AND AEROSPACE & ELECTRONIC SYSTEMS (VITAE), 2014,
  • [9] Indoor positioning using RFID and REST
    Floarea, Dorian
    Sgarciu, Valentin
    2019 11TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING (ATEE), 2019,
  • [10] Enhancing Accuracy of UWB-based Indoor Positioning System using Kalman Filtering
    Socha, Piotr
    Makowski, Lukasz
    PRZEGLAD ELEKTROTECHNICZNY, 2024, 100 (01): : 189 - 193