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
  • [1] Indoor Localization of Mobile Robot with Visible Light Communication
    Sharifi, Hamid
    Kumar, Akshaya
    Alam, Fakhrul
    Arif, Khalid Mahniood
    [J]. 2016 12TH IEEE/ASME INTERNATIONAL CONFERENCE ON MECHATRONIC AND EMBEDDED SYSTEMS AND APPLICATIONS (MESA), 2016,
  • [2] Indoor Localization System Using Visible Light Communication
    Cherntanomwong, Panarat
    Chantharasena, Wisarut
    [J]. 2015 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2015, : 480 - 483
  • [3] Passive Indoor Localization for Visible Light Communication Systems
    Majeed, Khaqan
    Hranilovic, Steve
    [J]. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [4] Indoor Localization Using Visible Light Communication And Image Processing
    Aswin, P. K.
    Shyama, P.
    Das, Lyla B.
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2018,
  • [5] A Visible Light Communication Indoor localization Algorithm in Rotated Environments
    Yan, Jun
    Zhu, Bincheng
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS), 2016, : 266 - 269
  • [6] Geo-localization using indoor visible light communication
    Louro, P.
    Vieira, M.
    Vieira, P.
    Rodrigues, J.
    Lima, M.
    [J]. OPTICAL SENSORS 2021, 2021, 11772
  • [7] A Robust Method for Indoor Localization Based on Visible Light Communication
    Shi, Ge
    Li, Yong
    Xi, Li
    Zang, Baitao
    [J]. 2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 2154 - 2158
  • [8] 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.
    [J]. OPTO-ELECTRONICS REVIEW, 2022, 30 (02)
  • [9] Visible Light Communication Technology for Fine-grained Indoor Localization
    Vieira, M.
    Vieira, M. A.
    Louro, P.
    Fantoni, A.
    Vieira, P.
    [J]. OPTICAL INTERCONNECTS XVIII, 2018, 10538
  • [10] Lookup: Robust and Accurate Indoor Localization Using Visible Light Communication
    Simon, Gyula
    Zachar, Gergely
    Vakulya, Gergely
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (09) : 2337 - 2348