Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1615005(2022)

Indoor Positioning System Based on Support Vector Machine

Bin Zhang1, Shengpeng Wan1,2、*, Sijun Zhang1, Zhengping Zhang1, and Haihua Zhong1
Author Affiliations
  • 1Jiangxi Engineering Laboratory for Optoelectronics Testing Technology, Nanchang Hangkong University, Nanchang 330063, Jiangxi , China
  • 2Key Laboratory of Nondestructive Testing Technology, Ministry of Education, Nanchang Hangkong University, Nanchang 330063, Jiangxi , China
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    Figures & Tables(21)
    Overall block diagram of visible light indoor positioning system
    LED drive circuit
    Flow chart of coding RTL
    Singal waveform of LED
    Effects of LED-ID light stripe code under different exposure. (a) 1/500; (b) 1/1000; (c) 1/2000
    Effects of LED-ID light stripe code under different sensitivity. (a) 1000; (b) 200; (c) 50
    Effects of light stripe code at different frequencies[11]. (a) 1500 Hz; (b) 2000 Hz; (c) 3000 Hz
    Effects of light stripe code under different duty cycle. (a) 25%; (b) 50%; (c) 75%
    Effects of light stripe code under different distances. (a) 10 cm; (b) 20 cm; (c) 30 cm
    Selection of duty cycle column pixels
    Column pixel grayscale
    Support vector
    Three-dimensional diagram of LED-ID recognition
    Side view of LED-ID recognition
    Transformation relation of coordinate system
    System model of proposed location algorithm
    Different situations of rotation angle φ
    Light distribution map
    Three-dimensional diagram of positioning results
    top view of positioning results
    Distribution of positioning error
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    Bin Zhang, Shengpeng Wan, Sijun Zhang, Zhengping Zhang, Haihua Zhong. Indoor Positioning System Based on Support Vector Machine[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1615005

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    Paper Information

    Category: Machine Vision

    Received: May. 8, 2021

    Accepted: Aug. 3, 2021

    Published Online: Jul. 22, 2022

    The Author Email: Shengpeng Wan (sp_wan@163.com)

    DOI:10.3788/LOP202259.1615005

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