Chinese Journal of Lasers, Volume. 48, Issue 1, 0106001(2021)

Indoor Visible Light Location Using Adaptive Pollination Receiving Signal Strength Indication Based on Reverse Learning Strategy

Huiying Zhang*, Haiyue Yu, and Lingling Chen
Author Affiliations
  • College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, Jilin 132022
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    Figures & Tables(11)
    Positioning process of positioning system
    Diagram of RSSI localization process
    Flowchart of flower pollination algorithm
    Comparison of indoor power distributions of visible light. (a) Power of grid arrangement; (b) power of four light source layout
    Comparison of location results of algorithms. (a)Least squares error; (b) RSSI algorithm based on FPA; (c) RSSI algorithm based on PSO; (d) RSSI algorithm based on improved FPA
    Error broken lines of error values of algorithms. (a) Error broken lines of proposed algorithm and PSO-based RSSI algorithm; (b) error broken lines of FPA based RSSI algorithm and LMS
    Broken lines of average errors of algorithms
    Convergence velocity contrast
    Positioning time comparison
    Simulation results of algorithms with nine-lamp arrangement. (a) Proposed algorithm; (b) RSSI algorithm based on FPA
    • Table 1. Simulation parameters

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      Table 1. Simulation parameters

      ParameterValue
      Room height h/m10
      Channel noise factor Γ1.5
      Gain of optical filter Ts1
      Gain of optical concentrator g'1
      Receiving plane height h/m0.73
      Angle of half-power Φ1/2 /(°)70
      Number of LEDs in each group3×3
      Distance between adjacent arrays /m6
      Effective receiving area of PD Ar /cm20.2
      Receiving response of PD /(A·W-1)0.4
      Signal sampling frequency fs /MHz0.2
      LED emission power Pt /W30
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    Huiying Zhang, Haiyue Yu, Lingling Chen. Indoor Visible Light Location Using Adaptive Pollination Receiving Signal Strength Indication Based on Reverse Learning Strategy[J]. Chinese Journal of Lasers, 2021, 48(1): 0106001

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    Paper Information

    Category: fiber optics and optical communications

    Received: Jun. 23, 2020

    Accepted: Jul. 30, 2020

    Published Online: Jan. 12, 2021

    The Author Email: Zhang Huiying (yingzi1313@163.com)

    DOI:10.3788/CJL202148.0106001

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