Chinese Journal of Lasers, Volume. 47, Issue 7, 706001(2020)

VLC/PDR Particle Filter Fusion Indoor Positioning Based on Smartphone

Wang Yang1,2 and Zhao Hongdong1、*
Author Affiliations
  • 1School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China
  • 2Institute of Information Technology, Handan University, Handan, Hebei 0 56005, China
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    Figures & Tables(16)
    Architecture of localization method
    Acquisition method of LED image
    Captured images by rolling shutter camera
    Model of positioning system for indoor VLC
    Positioning method within starting LED area
    Positioning method within non-starting LED area
    Positioning principle of PDR
    Principle of cadence detection
    Flow chart of VLC/IPDR indoor position
    Schematic diagram of VLC system positioning accuracy
    Schematic diagram of the test site
    Comparison of positioning results
    Comparison of cumulative errors of VLC/IPDR and WiFi /PDR positioning methods
    • Table 1. Mean errors and standard deviations of different step calculation models

      View table

      Table 1. Mean errors and standard deviations of different step calculation models

      Distance /mWeinberg's modelKim's modelTian's modelOur model
      ME /mSD /mmME /mSD /mmME /mSD /mmME /mSD /mm
      1019.820.9220.430.9511.261.215.620.77
      2023.121.6522.571.8111.852.816.151.56
      3022.062.1121.622.4612.493.177.231.96
      4023.452.6524.332.8617.554.728.562.56
    • Table 2. Comparison of the positioning results of the two methods

      View table

      Table 2. Comparison of the positioning results of the two methods

      Measurement itemTrilateration methodVLC/IPDR
      Maximum error /cm15.69.0
      Minimum error /cm2.01.5
      Average error /cm7.25.8
      Standard deviation /cm5.82.3
    • Table 3. Comparison of the running times of the three methodsunit: ms

      View table

      Table 3. Comparison of the running times of the three methodsunit: ms

      Running timeVLC/IPDRPDR+WiFiPDR
      Maximum17.632.212.0
      Minimum12.525.69.2
      Average13.828.511.7
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    Wang Yang, Zhao Hongdong. VLC/PDR Particle Filter Fusion Indoor Positioning Based on Smartphone[J]. Chinese Journal of Lasers, 2020, 47(7): 706001

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    Paper Information

    Category: Fiber optics and optical communication

    Received: Jan. 18, 2020

    Accepted: --

    Published Online: Jul. 10, 2020

    The Author Email: Hongdong Zhao (zhaohd@hebut.edu.cn)

    DOI:10.3788/CJL202047.0706001

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