GNSS World of China

Volume 43 Issue 5
Oct.  2018
Turn off MathJax
Article Contents
JIANG Congshi, LIU Jiaxing. An Indoor Geomagnetic Positioning System Based on Smartphone[J]. GNSS World of China, 2018, 43(5): 9-16. doi: 10.13442/j.gnss.1008-9268.2018.05.002
Citation: JIANG Congshi, LIU Jiaxing. An Indoor Geomagnetic Positioning System Based on Smartphone[J]. GNSS World of China, 2018, 43(5): 9-16. doi: 10.13442/j.gnss.1008-9268.2018.05.002

An Indoor Geomagnetic Positioning System Based on Smartphone

doi: 10.13442/j.gnss.1008-9268.2018.05.002
  • Publish Date: 2018-10-15
  • After studied smartphone’s sensors and indoor magnetic field, an indoor localization system based on Client/Server architecture is designed. With the three axis fluxgate geomagnetic sensor, we can collect geomagnetic signals and establish fingerprint in two different ways: coordinate transformation of the three axis geomagnetic data with the assist of the data of gyroscope; combination of geomagnetic data and azimuth information. Then, generate the grid map as the indoor positioning reference map, and design geomagnetic matching algorithm based on euclidean distance. Finally, the application is deployed on the Android platform and experiments are conducted, then compare accuracy and matching speed in different location fingerprint. The experimental results show that the system can achieve a positioning accuracy of 1m.

     

  • loading
  • [1]
    谢仕民, 李邦清, 李文耀,等. 地磁匹配技术及其基本匹配算法仿真研究[J]. 航天控制, 2008, 26(5):55-59.
    [2]
    SUBBU K P, GOZICK B, DANTU R. LocateMe: Magnetic-fields-based indoor localization using smartphones[J]. Acm Transactions on Intelligent Systems & Technology, 2013, 4(4):1-27.
    [3]
    熊明亮,刁梦雯,赵国梁.基于地球磁场的室内定位系统的研究[J].无线互联科技, 2015(18):14-15.
    [4]
    姜浩,黄鹤,赵焰,等.利用Hausdorff距离地磁匹配算法的室内定位方法[J].科技传播,2016, 8(7):157-158.
    [5]
    黄鹤,赵焰,王春来,等.地磁室内定位基准图数据采集系统设计[J].测绘通报, 2017(2): 54-59.
    [6]
    宋镖,程磊,周明达,等.基于惯导辅助地磁的手机室内定位系统设计[J].传感技术学报, 2015(8):1249-1254.
    [7]
    SHU Y, BO C, SHEN G, et al . Magicol: Indoor localization using pervasive magnetic field and opportunistic WiFi sensing[J]. IEEE Journal on Selected Areas in Communications, 2015, 33(7):1443-1457.
    [8]
    KIM H S, SEO W, BAEK K R. Indoor positioning system using magnetic field map navigation and an encoder system.[J]. Sensors, 2017, 17(3):651.
    [9]
    ZHANG M, QING T, ZHU J, et al. Indoor positioning tracking with magnetic field and improved particle filter[J]. International Journal of Distributed Sensor Networks, 2017, 13(11): doi: 10.1177/155014771774183.
    [10]
    邓翠婷,黄朝艳,赵华,等.地磁匹配导航算法综述[J].科学技术与工程,2012(24):6125 -6131.
    [11]
    潘启军,马伟明,赵治华,等.磁场测量方法的发展及应用[J].电工技术学报,2005(3): 7-13.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (674) PDF downloads(184) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return