Indoor Positioning using Magnetic Compass and Accelerometer of Smartphones

被引:0
|
作者
Nagpal, Paramvir Singh [1 ]
Rashidzadeh, Rashid [1 ]
机构
[1] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
关键词
Indoor location estimation; received signal strength indication (RSSI); radiomap;
D O I
暂无
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
Traditionally, location positioning was confided to outdoor environments, mostly using GPS. GPS signals require direct-line-of-sight for accurate positioning. Due to complexity of electromagnetic wave propagation in indoor environments, the GPS based approaches used for outdoor positioning become less effective for indoor location estimation. A novel approach for Wi-Fi based indoor tracking system is presented in this paper which uses the knowledge of magnetic compass and accelerometer in smartphones to locate users. The proposed system is purely software based with no additional hardware and costs. Experimental measurement results indicate that the proposed technique supports sub-meter positioning accuracy.
引用
收藏
页码:140 / 145
页数:6
相关论文
共 50 条
  • [31] A Novel Indoor Positioning Technique Using Magnetic Fingerprint Difference
    Kim, Binhee
    Kong, Seung-Hyun
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2016, 65 (09) : 2035 - 2045
  • [32] Magnetic Indoor Positioning System Using Deep Neural Network
    Lee, Namkyoung
    Han, Dongsoo
    2017 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2017,
  • [33] VLC-Based Positioning System for an Indoor Environment Using an Image Sensor and an Accelerometer Sensor
    Phat Huynh
    Yoo, Myungsik
    SENSORS, 2016, 16 (06)
  • [34] Using Smartphones for Indoor Fire Evacuation
    Kuo, Tzu-Wen
    Lin, Ching-Yuan
    Chuang, Ying-Ji
    Hsiao, Gary Li-Kai
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (10)
  • [35] Towards Commercially Applicable Indoor Positioning on Smartphones through Geomagnetic Sensing
    Ji, Zhe
    Song, Yifan
    He, Xi
    Jiang, Wei
    Duan, Zhengjie
    Yuan, Junfeng
    PROCEEDINGS OF 2019 IEEE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION AND COMMUNICATION TECHNOLOGY (ICEICT 2019), 2019, : 94 - 99
  • [36] A BLE RSSI Ranking based Indoor Positioning System for Generic Smartphones
    Ma, Zixiang
    Poslad, Stefan
    Bigham, John
    Zhang, Xiaoshuai
    Men, Liang
    2017 WIRELESS TELECOMMUNICATIONS SYMPOSIUM (WTS), 2017,
  • [37] Accurate and Reliable Real-Time Indoor Positioning on Commercial Smartphones
    Berkovich, Gennady
    2014 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2014, : 670 - 677
  • [38] Crowdsourcing Trajectory Based Indoor Positioning Multisource Database Construction on Smartphones
    Zhang, Xing
    Liu, Tao
    Li, Qingquan
    Fang, Zhixiang
    WEB AND WIRELESS GEOGRAPHICAL INFORMATION SYSTEMS (W2GIS 2020), 2020, 12473 : 145 - 155
  • [39] LaP: Landmark-Aided PDR on Smartphones for Indoor Mobile Positioning
    Wang, Xi
    Jiang, Mingxing
    Guo, Zhongwen
    Hu, Naijun
    Sun, Zhongwei
    Liu, Jing
    BIG DATA COMPUTING AND COMMUNICATIONS, (BIGCOM 2016), 2016, 9784 : 123 - 134
  • [40] Energy Efficient WiFi-based Fingerprinting for Indoor Positioning with Smartphones
    Bisio, Igor
    Lavagetto, Fabio
    Marchese, Mario
    Sciarrone, Andrea
    2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2013, : 4639 - 4643