Error Analysis on Indoor Localization with Visible Light Communication

被引:4
|
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
  • [21] Analysis of an OFDM based Indoor Visible Light Communication System
    Touhami, Ridha
    Slimani, Djamel
    Khelil, Abdellatif
    [J]. 2018 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRICAL ENGINEERING (ICCEE), 2018, : 153 - +
  • [22] Light-emitting diodes aided indoor localization using visible light communication technology
    Vieira, Manuela
    Vieira, Manuel A.
    Louro, Paula
    Vieira, Pedro
    [J]. OPTICAL ENGINEERING, 2018, 57 (08)
  • [23] Error compensation in indoor positioning systems based on software defined visible light communication
    Costanzo, A.
    Loscri, V.
    [J]. PHYSICAL COMMUNICATION, 2019, 34 : 235 - 245
  • [24] Indoor Localization Using Visible Light and Accelerometer
    Yasir, Muhammad
    Ho, Siu-Wai
    Vellambi, Badri N.
    [J]. 2013 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2013, : 3341 - 3346
  • [25] Trilateration-based indoor localization engineering technique for visible light communication system
    Naz, Ayesha
    Asif, Hafiz M.
    Umer, Tariq
    Ayub, Shahid
    Al-Turjman, Fadi
    [J]. SOFTWARE-PRACTICE & EXPERIENCE, 2021, 51 (03): : 503 - 516
  • [26] LiDR: Visible-Light-Communication-Assisted Dead Reckoning for Accurate Indoor Localization
    Hussain, Babar
    Wang, Yiru
    Chen, Runzhou
    Cheng, Hoi Chuen
    Yue, C. Patrick
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (17): : 15742 - 15755
  • [27] A Simulation Analysis of LEDs' Spatial Distribution for Indoor Visible Light Communication
    Khalifeh, Ala
    Alakappan, Karthikeyan
    Sathish Kumar, Barath Kumar
    Prabakaran, Jayanth Srinivasan
    Nagaradjane, Prabagarane
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2022, 122 (02) : 1867 - 1890
  • [28] Configuring Indoor Visible Light Communication Networks
    Quan, Jinguo
    Li, Yiyang
    Zhang, Yan
    [J]. 2012 1ST IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA WORKSHOPS (ICCC), 2012, : 54 - 58
  • [29] A Simulation Analysis of LEDs’ Spatial Distribution for Indoor Visible Light Communication
    Ala’ Khalifeh
    Karthikeyan Alakappan
    Barath Kumar Sathish Kumar
    Jayanth Srinivasan Prabakaran
    Prabagarane Nagaradjane
    [J]. Wireless Personal Communications, 2022, 122 : 1867 - 1890
  • [30] Throughput Analysis of TCP over Visible Light Communication Indoor Networks
    Mai, Vuong V.
    Thang, Truong C.
    Pham, Anh T.
    [J]. 2013 FIFTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN), 2013, : 685 - 690