Dual-Mode LED Aided Visible Light Positioning System Under Multi-Path Propagation: Design and Demonstration

被引:12
作者
Li, Zhengpeng [1 ]
Qiu, Guodong [1 ]
Zhao, Lei [1 ]
Jiang, Ming [1 ]
机构
[1] Sun Yat Sen Univ, Sch Elect & Informat Technol, Guangzhou 510275, Peoples R China
基金
中国国家自然科学基金;
关键词
Light emitting diodes; Analytical models; Wireless communication; Prototypes; Optical transmitters; Nonlinear optics; Visible light communication; Visible light positioning (VLP); dual-mode LED; multi-path propagation; received signal strength ratio (RSSR); radiation angle measurement; radiation lobe mode number (RLMN); Cramer-Rao lower bound (CRLB); RECEIVED SIGNAL STRENGTH; LOCALIZATION; ACCURACY; LIMITS;
D O I
10.1109/TWC.2021.3071469
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose a novel visible light positioning (VLP) scheme under multi-path propagation, which is a practical scenario that has not been well studied for VLP. The new scheme exploits the so-called dual-mode light-emitting diode (DM-LED) of different radiation lobe mode numbers at the transmitter and a photodiode at the receiver. Specifically, we devise a method that utilizes a radiation angle measurement approach for DM-LED, derive the Cramer-Rao lower bound (CRLB) of the estimated distance and analyze the characteristics of key parameters. In addition, two localization algorithms based on linear and nonlinear least squares methods are developed. Simulation results show that under the ideal light-of-sight scenario, the CRLB of the proposed VLP scheme can be close to that of the conventional received signal strength (RSS) aided VLP scheme. Furthermore, we implement the first ever prototype DM-LED lamp to validate the new DM-LED aided VLP system model. Both simulation and experiment results demonstrate that the proposed system outperforms its RSS-aided VLP counterpart in terms of positioning accuracy in the more realistic, and thus more challenging multi-path scenario, even with a tilting receiver.
引用
收藏
页码:5986 / 6003
页数:18
相关论文
共 41 条
[1]  
Almadani Y., 2019, P 2019 IEEE 2 BRIT I, P1, DOI [10.1109/BICOP48819.2019.9059580, DOI 10.1109/BICOP48819.2019.9059580]
[2]  
[Anonymous], 2015, OPT ENG
[3]  
[Anonymous], 2017, P 4 ACM WORKSHOP VIS
[4]   SIMULATION OF MULTIPATH IMPULSE-RESPONSE FOR INDOOR WIRELESS OPTICAL CHANNELS [J].
BARRY, JR ;
KAHN, JM ;
KRAUSE, WJ ;
LEE, EA ;
MESSERSCHMITT, DG .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1993, 11 (03) :367-379
[5]   Iterative site-based modeling for wireless infrared channels [J].
Carruthers, JB ;
Kannan, P .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2002, 50 (05) :759-765
[6]  
Fang W.-X, 2019, P 2019 INT S INT SIG, P1
[7]   Fundamental Limits on RSS Based Range Estimation in Visible Light Positioning Systems [J].
Gonendik, Erdal ;
Gezici, Sinan .
IEEE COMMUNICATIONS LETTERS, 2015, 19 (12) :2138-2141
[8]   Impact of Multipath Reflections on the Performance of Indoor Visible Light Positioning Systems [J].
Gu, Wenjun ;
Aminikashani, Mohammadreza ;
Deng, Peng ;
Kavehrad, Mohsen .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2016, 34 (10) :2578-2587
[9]   High-precision approach to localization scheme of visible light communication based on artificial neural networks and modified genetic algorithms [J].
Guan, Weipeng ;
Wu, Yuxiang ;
Xie, Canyu ;
Chen, Hao ;
Cai, Ye ;
Chen, Yingcong .
OPTICAL ENGINEERING, 2017, 56 (10)
[10]  
Huang CX, 2017, INT SYMP WIREL, P575