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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    References(15)

    [1] Zhao M X, Zhong L P, Zou X C. Research on the determination of earth second-degree harmonic coefficients by GPS satellites[J]. Journal of Geomatics, 46, 47-50(2021).

    [2] Zhu Z W, Jiang W, Zhang G L et al. Indoor WiFi location algorithm based on RSSI[J]. Computer Engineering and Design, 41, 2958-2962(2020).

    [3] Lu X. Design of WeChat mini program two-dimensional code region positioning system based on LBS cloud platform[J]. Modern Electronics Technique, 43, 180-182, 186(2020).

    [8] Zou P, Zhao Y H, Hu F C et al. Research status of machine learning based signal processing in visible light communication[J]. Laser & Optoelectronics Progress, 57, 010001(2020).

    [9] Zhu W J. Research on indoor positioning algorithm of visible light communication based on image sensor[D](2018).

    [10] Guan W P. Research on high precision indoor visible light positioning algorithm based on image sensor[D](2019).

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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: Wan Shengpeng (sp_wan@163.com)

    DOI:10.3788/LOP202259.1615005

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