Research on Indoor Positioning System Based on VLC

被引:9
作者
Cui, Zepeng [1 ]
Wang, Yuanli [1 ]
Fu, Xuelei [1 ]
机构
[1] Wuhan Univ Technol, Coll Informat Engn, Wuhan, Peoples R China
来源
2020 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-BESANCON 2020) | 2020年
基金
中国国家自然科学基金;
关键词
visible light communication; Bayesian; indoor positioning;
D O I
10.1109/PHM-Besancon49106.2020.00070
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
For mobile robots and location-based services such as healthcare services, precise positioning is the most basic function, while the demand for low-cost positioning solutions is growing and the potential market is broad. This paper proposes a low-cost positioning solution based on indoor visible light communication (VLC) systems. Based on the principle of visible light communication, we have designed multiple VLC transmitters and one receiver. On this basis, we use an improved fingerprint algorithm based on Bayesian to achieve indoor positioning, and prove the accuracy and practicability of the algorithm through experiments.
引用
收藏
页码:360 / 365
页数:6
相关论文
共 17 条
[1]  
De Angelis A, 2014, IEEE IMTC P, P1623, DOI 10.1109/I2MTC.2014.6861020
[2]  
Erogluy Yusuf Said, 2015, 2015 IEEE 16 ANN WIR
[3]  
Huynh P, 2015, INT CONF UBIQ FUTUR, P139, DOI 10.1109/ICUFN.2015.7182520
[4]  
Liang Q, 2018, IEEE INT C INT ROBOT, P3709, DOI 10.1109/IROS.2018.8594287
[5]  
Ma Nan, 2018, INT C ADV ALG CONTR
[6]   Weighted k-nearest neighbour model for indoor VLC positioning [J].
Manh The Van ;
Nguyen Van Tuan ;
Tran The Son ;
Le-Minh, Hoa ;
Burton, Andrew .
IET COMMUNICATIONS, 2017, 11 (06) :864-871
[7]   Exploring the effect of diffuse reflection on indoor localization systems based on RSSI-VLC [J].
Mohammed, Nazmi A. ;
Abd Elkarim, Mohammed .
OPTICS EXPRESS, 2015, 23 (16) :20297-20312
[8]  
Moon MG, 2014, PROC INT CONF ADV, P11, DOI 10.1109/ATC.2014.7043346
[9]  
Peng M, 2010, 2010 THE SECOND CHINA ENERGY SCIENTIST FORUM, VOL 1-3, P151
[10]   VLC-Based Positioning System for an Indoor Environment Using an Image Sensor and an Accelerometer Sensor [J].
Phat Huynh ;
Yoo, Myungsik .
SENSORS, 2016, 16 (06)