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
  • [31] Optical GFDM for indoor visible light communication: a comprehensive review and future outlook
    Dhaam, Haidar Zaeer
    Ali, Faris Mohammed
    JOURNAL OF OPTICS-INDIA, 2024,
  • [32] Optimizing SNR for indoor visible light communication via selecting communicating LEDs
    Wang, Lang
    Wang, Chunyue
    Chi, Xuefen
    Zhao, Linlin
    Dong, Xiaoli
    OPTICS COMMUNICATIONS, 2017, 387 : 174 - 181
  • [33] Impact of LED Array Simplification on Indoor Visible Light Communication Channel Modeling
    Ding, Jupeng
    Wang, Kun
    Xu, Zhengyuan
    2014 9TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS & DIGITAL SIGNAL PROCESSING (CSNDSP), 2014, : 1159 - 1164
  • [34] Improved indoor visible light communication with PAM and RLS decision feedback equalizer
    Bandara, Kasun D.
    Niroopan, Pararajasingam
    Chung, Yeon-Ho
    IETE JOURNAL OF RESEARCH, 2013, 59 (06) : 672 - 678
  • [35] BUILDING Occupant and Asset Localization and Tracking using Visible Light Communication
    Nyarko, Kofi
    Emiyah, Christian
    Mbugua, Samuel
    AUTOMATIC TARGET RECOGNITION XXVI, 2016, 9844
  • [36] Real-Time Localization and Tracking using Visible Light Communication
    Ratosi, Mark
    Simon, Gyula
    2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), 2018,
  • [37] Error Minimizing Algorithm for Indoor Localization
    Tang, Y. F.
    Kan, S. L.
    Achache, A.
    Bouiedya, A.
    Chen, X.
    2016 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC 2016): TOWARDS SMARTER HYPER-CONNECTED WORLD, 2016, : 334 - 339
  • [38] Visible Light Communication
    Chow, Chi-Wai
    Yeh, Chien-Hung
    CURRENT TRENDS OF OPTICS AND PHOTONICS, 2015, 129 : 107 - 121
  • [39] Cogent Machine Learning Algorithm for Indoor and Underwater Localization Using Visible Light Spectrum
    Irshad, Muhammad
    Liu, Wenyuan
    Wang, Lin
    Khalil, Mujeeb Ur Rehman
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 116 (02) : 993 - 1008
  • [40] Cogent Machine Learning Algorithm for Indoor and Underwater Localization Using Visible Light Spectrum
    Muhammad Irshad
    Wenyuan Liu
    Lin Wang
    Mujeeb Ur Rehman Khalil
    Wireless Personal Communications, 2021, 116 : 993 - 1008