Indoor Localization System for Mobile Target Tracking based on Visible Light Communication

被引:0
|
作者
Guo, Zhiming [1 ]
Jia, Ziyan [1 ,2 ]
Xia, Weiwei [1 ]
Zhang, Yueyue [1 ]
Shen, Lianfeng [1 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
[2] Jiangsu Univ Technol, Sch Elect & Informat Engn, Changzhou 213001, Peoples R China
基金
中国国家自然科学基金;
关键词
visible light communication (VLC); received signal strength (RSS); indoor positioning; empirical formula;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, a positioning system is designed based on the visible light communication (VLC) technology for the tracking of mobile target in the indoor environment. The practical received signal strength (RSS) can be measured for subsequent positioning algorithm by using the designed system. Based on the practical measurements, an empirical equation is proposed to estimate the target's distances relative to the referenced LEDs. Then, taking advantage of the relative distances, the location estimation can be obtained by the trilateration method. Furthermore, Kalman Filter is used for improving the positioning result computed by trilateration method. Finally, experimental results show that the average location errors by adopting the derived empirical formula and trilateration can reach to 3.4cm, and the accuracy of positioning can be promoted to 2.6cm by using Kalman Filter in a real wireless environment.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] A fuzzy-PSO system for indoor localization based on visible light communications
    Pau, Giovanni
    Collotta, Mario
    Maniscalco, Vincenzo
    Choo, Kim-Kwang Raymond
    SOFT COMPUTING, 2019, 23 (14) : 5547 - 5557
  • [42] A fuzzy-PSO system for indoor localization based on visible light communications
    Giovanni Pau
    Mario Collotta
    Vincenzo Maniscalco
    Kim-Kwang Raymond Choo
    Soft Computing, 2019, 23 : 5547 - 5557
  • [43] Plugo: a Scalable Visible Light Communication System towards Low-cost Indoor Localization
    Liang, Qing
    Wang, Lujia
    Li, Youfu
    Liu, Ming
    2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2018, : 3709 - 3714
  • [44] Indoor Localization Based on Optimization via Visible Light
    Huang, Jianmei
    Dong, Jianfei
    Guo, Cheng
    Zhang, Guoqi
    2013 10TH CHINA INTERNATIONAL FORUM ON SOLID STATE LIGHTING (CHINASSL), 2013, : 77 - 80
  • [45] Fingerprint Based Visible Light Indoor Localization Method
    Zhao Chuhan
    Zhang Hongming
    Song Jian
    CHINESE JOURNAL OF LASERS-ZHONGGUO JIGUANG, 2018, 45 (08):
  • [46] Visible Light Communication Technology for Fine-grained Indoor Localization
    Vieira, M.
    Vieira, M. A.
    Louro, P.
    Fantoni, A.
    Vieira, P.
    OPTICAL INTERCONNECTS XVIII, 2018, 10538
  • [47] Indoor and outdoor geo-localization and navigation by visible light communication
    Louro, P.
    Vieira, M.
    Vieira, M. A.
    NEXT-GENERATION OPTICAL COMMUNICATION: COMPONENTS, SUB-SYSTEMS, AND SYSTEMS X, 2021, 11713
  • [48] 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
  • [49] Indoor Positioning using OFDM-based Visible Light Communication System
    Ghimire, Birendra
    Seitz, Jochen
    Mutschler, Christopher
    2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), 2018,
  • [50] High-accuracy indoor positioning system based on visible light communication
    Wei, Ling
    Zhang, Hongming
    Yu, Bingyan
    Guan, Yang
    OPTICAL ENGINEERING, 2015, 54 (11)