Light positioning: A high-accuracy visible light indoor positioning system based on attitude identification and propagation model

被引:48
|
作者
Wang, Qu [1 ]
Luo, Haiyong [2 ]
Men, Aidong [1 ]
Zhao, Fang [1 ]
Gao, Xile [2 ]
Wei, Jie [1 ]
Zhang, Yuexia [3 ]
Huang, Yan [4 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
[3] Beijing Informat Sci & Technol Univ, Beijing, Peoples R China
[4] Peking Univ, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Visible light; light emitting diode; indoor position; attitude identification; radiative decay model; sub-meter level; LOCALIZATION;
D O I
10.1177/1550147718758263
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the booming development of green lighting technology, visible light-based indoor localization has attracted a lot of attention. Visible light-based indoor positioning technology leverages a light propagation model to pinpoint target location. Compared with the radio localization technology, visible light-based indoor positioning not only can achieve higher location accuracy, but also no electromagnetic interference. In this article, we propose LIPOS, a three-dimensional indoor positioning system based on attitude identification and visible light propagation model. The LIPOS system takes advantage of the existing lighting infrastructures to localize mobile devices that have light-sensing capabilities (e.g. a smartphone) using light emitting diode lamps as anchors. The system can accurately identify the attitude of a smartphone using its integrated sensors, distinguish different light emitting diode beacons using the fast Fourier transform algorithm, construct a position cost-function based on a visible light radiative decay model, and apply a nonlinear optimizing method to acquire the optimal estimation of final location. We have implemented the LIPOS system and evaluated it with a small-scale hardware testbed, as well as moderate-sized simulations. Extensive experiments are performed in three representative indoor environmentsopen-plan office, cubicle, and corridor, which not only demonstrate that the LIPOS can effectively avoid the negative effects of dynamic change of a smartphone's attitude angle, but also show better locating accuracy and robustness, and obtain sub-meter level positioning accuracy.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Accuracy of Ranging Based on DMT Visible Light Communication for Indoor Positioning
    Zheng, Zhong
    Liu, Lu
    Hu, Weiwei
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2017, 29 (08) : 679 - 682
  • [22] High Accuracy Indoor Imaging Positioning Algorithm Based on Angle Feedback with Visible Light
    Hou Wenzuo
    Wang Daming
    Zhang Yankui
    PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015), 2016, 47 : 472 - 476
  • [23] Current Status of Indoor Positioning System Based on Visible Light
    Yan, Kun
    Zhou, Haiyan
    Xiao, Hailin
    Zhang, Xiangli
    2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 565 - 569
  • [24] Indoor visible light positioning system based on cooperative localization
    Yang, Fang
    Gao, Junnan
    Liu, Yuanpeng
    OPTICAL ENGINEERING, 2019, 58 (01)
  • [25] Asynchronous indoor positioning system based on visible light communications
    Zhang, Weizhi
    Chowdhury, M. I. Sakib
    Kavehrad, Mohsen
    OPTICAL ENGINEERING, 2014, 53 (04)
  • [26] Indoor positioning and orientating system based on visible light communication
    Yang G.
    Huang Z.
    Fan B.
    Zhou X.
    Bi M.
    Tongxin Xuebao/Journal on Communications, 2020, 41 (12): : 162 - 170
  • [27] A Low-Cost Visible Light Positioning System for Indoor Positioning
    Torres, Juan Carlos
    Montes, Aitor
    Mendoza, Sandra L.
    Fernandez, Pedro R.
    Betancourt, Juan S.
    Escandell, Lorena
    del Valle, Carlos I.
    Sanchez-Pena, Jose Manuel
    SENSORS, 2020, 20 (18) : 1 - 13
  • [28] Indoor Positioning System Based on Visible Light Communication with Gray-Coded Identification
    Gao, Junnan
    Yang, Fang
    Ma, Xu
    2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2017, : 899 - 903
  • [29] High-Accuracy Robot Indoor Localization Scheme Based on Robot Operating System Using Visible Light Positioning (vol 12, 7901716, 2020)
    Hussain, Babar
    Cheng, Johnny
    Qiu, Cong
    Yue, C. Patrick
    IEEE PHOTONICS JOURNAL, 2021, 13 (04):
  • [30] High-Accuracy 3D Indoor Visible Light Positioning Method Based on the Improved Adaptive Cuckoo Search Algorithm
    Jia Chaochuan
    Yang Ting
    Wang Chuanjiang
    Sun Mengli
    Arabian Journal for Science and Engineering, 2022, 47 : 2479 - 2498