Indoor Positioning System Using Visible Light and Accelerometer

被引:195
|
作者
Yasir, Muhammad [1 ]
Ho, Siu-Wai [1 ]
Vellambi, Badri N. [1 ]
机构
[1] Univ S Australia, Inst Telecommun Res, Adelaide, SA 5095, Australia
关键词
Accelerometer; indoor positioning; visible light communications (VLC); WIRELESS; COMMUNICATION;
D O I
10.1109/JLT.2014.2344772
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Indoor positioning system is a critical part in location-based services. Highly precise positioning systems can support different mobile applications in future wireless systems. Positioning systems using existing wireless networks have low deployment costs, but the position error can be up to several meters. While there are positioning systems proposed in the literature that have low position error, they require extra hardware and are therefore costly to deploy. In this paper, we propose an indoor positioning system based on visible light communications (VLC). In contrast to existing works on VLC for positioning, our system estimates the location of the receiver in three dimensions even without: 1) the knowledge of the height of the receiver from ground; and 2) requiring the alignment of the receiver's normal with the LED's normal. Our system has low installation cost as it uses existing lighting sources as transmitters. Light sensor and accelerometer, which can be found in most smartphones, are used at the receiver's side. They are used to measure the received light intensity and the orientation of the smartphone. A low-complexity algorithm is then used to find out the receiver's position. Our system does not require the knowledge of the LED transmitters' physical parameters. Experimental results show that our system achieves average position errors of less than 0.25 m.
引用
收藏
页码:3306 / 3316
页数:11
相关论文
共 50 条
  • [21] Asynchronous indoor positioning system based on visible light communications
    Zhang, Weizhi
    Chowdhury, M. I. Sakib
    Kavehrad, Mohsen
    [J]. OPTICAL ENGINEERING, 2014, 53 (04)
  • [22] The Impact of Blocking and Shadowing on the Indoor Visible Light Positioning System
    Younus, Othman Isam
    Chaudhary, Neha
    Chaleshtori, Zahra Nazari
    Ghassemlooy, Zabih
    Alves, Luis Nero
    Zvanovec, Stanislav
    [J]. 2021 IEEE 32ND ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2021,
  • [23] Indoor positioning and orientating system based on visible light communication
    Yang, Guowei
    Huang, Zhaobiao
    Fan, Bing
    Zhou, Xuefang
    Bi, Meihua
    [J]. Tongxin Xuebao/Journal on Communications, 2020, 41 (12): : 162 - 170
  • [24] An Indoor Visible Light Communication Positioning System Using a RF Carrier Allocation Technique
    Kim, Hyun-Seung
    Kim, Deok-Rae
    Yang, Se-Hoon
    Son, Yong-Hwan
    Han, Sang-Kook
    [J]. JOURNAL OF LIGHTWAVE TECHNOLOGY, 2013, 31 (01) : 134 - 144
  • [25] Theoretical Limits Analysis of Indoor Positioning System Using Visible Light and Image Sensor
    Zhao, Xiang
    Lin, Jiming
    [J]. ETRI JOURNAL, 2016, 38 (03) : 560 - 567
  • [26] Indoor high-precision visible light positioning system using Jaya algorithm
    Cai, Cuicui
    Fu, Maosheng
    Meng, Xianmeng
    Jia, Chaochuan
    Pei, Mingjing
    [J]. MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (06) : 10358 - 10375
  • [27] Time Difference of Arrival Based Indoor Positioning System Using Visible Light Communication
    Sheikh, Saad Mehmood
    Asif, Hafiz M.
    Raahemifar, Kaamran
    Al-Turjman, Fadi
    [J]. IEEE ACCESS, 2021, 9 : 52113 - 52124
  • [28] Positioning Error Analysis of Indoor Visible Light Positioning Using Dual Cameras
    Liu, Haoming
    Gong, Chen
    Luo, Jianghua
    Xu, Zhengyuan
    [J]. 2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,
  • [29] TDOA-based indoor positioning using visible light
    Trong-Hop Do
    Myungsik Yoo
    [J]. Photonic Network Communications, 2014, 27 : 80 - 88
  • [30] TDOA-based indoor positioning using visible light
    Do, Trong-Hop
    Yoo, Myungsik
    [J]. PHOTONIC NETWORK COMMUNICATIONS, 2014, 27 (02) : 80 - 88