Error Analysis on Indoor Localization with Visible Light Communication

被引:5
|
作者
Yan, Jun [1 ]
Zhu, Bingcheng [1 ]
Chen, Liang [2 ]
Wang, Jin [1 ]
Liu, Jingbin [2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210003, Jiangsu, Peoples R China
[2] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
attitude angle deviation estimation; indoor localization; location error analysis; VLC localization; SYSTEM; STANDARDIZATION; ACCURACY; ARRIVAL;
D O I
10.3390/rs11040427
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Affected by the complexity of the indoor environment, accurate indoor positioning is challenging in many localization based services (LBS). Recently, it has been recognized that, visible light communication (VLC) is promising for indoor navigation and positioning, due to the low implementation cost with marginal modification to the existing infrastructure and the possibility to achieve high accurate positioning results. Provided that the positions of the light emitting diodes (LEDs) are known to the receiver, the angle of arrival (AOA) of the light signal is able to be estimated by a camera embedded in a smart phone, and thus the position of the smart phone can be derived based on the triangulation. In this paper, the performance of the positioning accuracy is analyzed based on indoor positioning with VLC, and the analytical upper bound of location error is derived. Extensive simulation results have verified the theoretical analysis on the VLC-based localization approach in different indoor scenarios. In order to obtain better location performance, the principles of choosing reference LED and localization LED are also given.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] A Visible Light Communication Indoor localization Algorithm in Rotated Environments
    Yan, Jun
    Zhu, Bincheng
    2016 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS), 2016, : 266 - 269
  • [2] A Robust Method for Indoor Localization Based on Visible Light Communication
    Shi, Ge
    Li, Yong
    Xi, Li
    Zang, Baitao
    2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 2154 - 2158
  • [3] Indoor Localization Using Visible Light Communication And Image Processing
    Aswin, P. K.
    Shyama, P.
    Das, Lyla B.
    2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2018,
  • [4] A comparative analysis of localization algorithms for visible light communication
    Dawood, Mohamed A.
    Saleh, Sally S.
    El-Badawy, El-Sayed A.
    Aly, Moustafa H.
    OPTICAL AND QUANTUM ELECTRONICS, 2021, 53 (02)
  • [5] Indoor localization based on visible light communication and machine learning algorithms
    Ghonim, Alzahraa M.
    Salama, Wessam M.
    Khalaf, Ashraf A. M.
    Shalaby, Hossam M. H.
    OPTO-ELECTRONICS REVIEW, 2022, 30 (02)
  • [6] Lookup: Robust and Accurate Indoor Localization Using Visible Light Communication
    Simon, Gyula
    Zachar, Gergely
    Vakulya, Gergely
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (09) : 2337 - 2348
  • [7] Novel Visible Light Communication Assisted Perspective-Four-Line Algorithm for Indoor Localization
    Bai, Lin
    Yang, Yang
    Feng, Chunyan
    Guo, Caili
    Jia, Bowen
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [8] Indoor 3D Visible Light Positioning Based on Multiple Cameras: Algorithm Design and Error Analysis
    He, Jiaqi
    Huang, Nuo
    Gong, Chen
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (05) : 4331 - 4346
  • [9] Implementation of a Visible Light based Indoor Localization System
    Wenge, T.
    Chew, M. T.
    Alam, F.
    Sen Gupta, G.
    2018 IEEE SENSORS APPLICATIONS SYMPOSIUM (SAS), 2018, : 18 - 23
  • [10] Indoor Visible Light Applications for Communication, Positioning, and Security
    Liu, Xiangyu
    Guo, Lei
    Wei, Xuetao
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021