Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm

被引:2
|
作者
Zhu, Zhiyu [1 ]
Yang, Yang [1 ]
Chen, Mingzhe [2 ,3 ]
Guo, Caili [4 ]
Bai, Yipeng [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing Key Lab Network Syst Architecture & Conve, Beijing 100876, Peoples R China
[2] Univ Miami, Dept Elect & Comp Engn, Coral Gables, FL 33146 USA
[3] Univ Miami, Inst Data Sci & Comp, Coral Gables, FL 33146 USA
[4] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing Lab Adv Informat Networks, Beijing 100876, Peoples R China
基金
中国国家自然科学基金;
关键词
LOCALIZATION; ACCURACY;
D O I
10.1109/ICC45041.2023.10279121
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Visible light positioning (VLP) is a promising positioning technique, which, however, typically requires multiple luminaires to achieve accurate positioning. This paper proposes a novel visual odometry (VO) assisted visible light positioning algorithm (VO-VLP) in achieving positioning with only a single luminaire. In the considered model, a user equipped with a camera jointly uses geometric features in the captured images and coordinates information obtained via visible light communication (VLC) for positioning. The proposed VLP algorithm does not rely on any extra inertial measurement unit and relaxes the tilted angle limitation at the user. In particular, VO-VLP first uses the circle feature of a luminaire to obtain dual normal vectors of the luminaire. Then, the basic principle of VO is used to eliminate the wrong normal vector by exploiting the geometric features in two consecutive images captured when the user moves. Finally, the pose and location of the user are obtained by using an artificially marked point on the luminaire's contour. VO-VLP can achieve accurate positioning with only a single luminaire and a camera. Simulation results show that the proposed indoor positioning algorithm can achieve a 97th-percentile positioning accuracy of around 10 cm.
引用
收藏
页码:4707 / 4712
页数:6
相关论文
共 50 条
  • [21] Visible Light Positioning Algorithm Based on Sparsity Adaptive and Location Fingerprinting
    Xu Shiwu
    Wu Yi
    Wang Xufang
    ACTA OPTICA SINICA, 2020, 40 (18)
  • [22] Indoor Positioning Algorithm of Subregional Visible Light Based on Multilayer ELM
    Xu Y.
    Wang X.
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2019, 46 (10): : 125 - 132
  • [23] Research on visible light indoor positioning algorithm based on fire safety
    Li, Mao
    Jiang, Feng
    Pei, Cong
    OPTICA APPLICATA, 2020, 50 (02) : 209 - 222
  • [24] LED based high accuracy indoor visible light positioning algorithm
    Chen, Yong
    Ren, Zimiao
    Han, Zhaozhong
    Liu, Huanlin
    Shen, Qi-xiang
    Wu, Zhiqia
    Optik, 2021, 243
  • [25] LED based high accuracy indoor visible light positioning algorithm
    Chen, Yong
    Ren, Zimiao
    Han, Zhaozhong
    Liu, Huanlin
    Shen, Qi-xiang
    Wu, Zhiqia
    OPTIK, 2021, 243
  • [26] Visible Light Positioning Algorithm Based on Sparsity Adaptive and Location Fingerprinting
    基于稀疏度自适应和位置指纹的可见光定位算法
    Wu, Yi (wuyi@fjnu.edu.cn); Wang, Xufang (fzwxf@fjnu.edu.cn), 1600, Chinese Optical Society (40):
  • [27] Visual Odometry Algorithm Based on Deep Learning
    Zhang Zaiteng
    Zhang Rongfen
    Liu Yuhong
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (04)
  • [28] A Singular Value Decomposition-Based Positioning Algorithm for Indoor Visible Light Positioning System
    Zhang, Ran
    Zhong, Wen-De
    Kemao, Qian
    2017 CONFERENCE ON LASERS AND ELECTRO-OPTICS PACIFIC RIM (CLEO-PR), 2017,
  • [29] A Novel UAV Visual Positioning Algorithm Based on A-YOLOX
    Xu, Ying
    Zhong, Dongsheng
    Zhou, Jianhong
    Jiang, Ziyi
    Zhai, Yikui
    Ying, Zilu
    DRONES, 2022, 6 (11)
  • [30] Vehicular Visible Light Positioning with a Single Receiver
    Soner, Burak
    Ergen, Sinem Coleri
    2019 IEEE 30TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2019, : 1596 - 1601