An Indoor NLOS Visible Light Positioning Method Based on a Multipixel Photon Counter

被引:3
作者
Lin, Bangjiang [1 ,2 ,3 ]
Yu, Hongtao [1 ,2 ,3 ]
Chao, Jianshu [2 ,3 ]
Luo, Jiabin [2 ,3 ]
Yang, Jingxian [1 ,2 ,3 ]
Huang, Yixiang [2 ,3 ]
Yan, Shujie [2 ,3 ]
Ghassemlooy, Zabih [4 ]
机构
[1] Fuzhou Univ, Sch Adv Mfg, Quanzhou 362200, Peoples R China
[2] Chinese Acad Sci, Quanzhou Inst Equipment Mfg, Haixi Inst, Quanzhou 362216, Peoples R China
[3] Univ Chinese Acad Sci, Fujian Coll, Quanzhou 362216, Peoples R China
[4] Northumbria Univ, Fac Engn & Environm, Opt Commun Res Grp, NCRLab, Newcastle Upon Tyne NE1 8ST, England
关键词
Nonlinear optics; Photonics; Light emitting diodes; Cameras; Optical imaging; Internet of Things; Costs; Multipixel photon counter (MPPC); non line of sight (NLOS); visible light positioning (VLP); RECEIVED SIGNAL STRENGTH; COMMUNICATION; ACCURACY; DESIGN; CAMERA; RANGE; MODEL;
D O I
10.1109/JIOT.2024.3411650
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Visible light positioning (VLP) is one of the effective solutions for low-cost and high-precision indoor positioning due to its advantages of low cost, high energy efficiency, and immunity from radio frequency induced electromagnetic interference. However, severe performance limitations in occluded environments present a major challenge for the development of VLP. We propose a non-line-of-sight (NLOS) VLP system based on a multipixel photon counter (MPPC) to solve the problem of obstructed line-of-sight (LOS) paths. MPPC consists of multiple avalanche photodiodes operating in Geiger mode, which has very high sensitivity, excellent photon counting capability and can perform detection of very weak light at photon counting levels. It can effectively improve the recognition and detection of signals in NLOS environments. Using the NLOS channel model, we innovatively propose a NLOS-MPPC-VLP positioning theory, which utilizes the NLOS optical signals received by the MPPC to construct the relationship between the received signal strength and the distance from the MPPC to the virtual images of the light emitting diode (LED). Through this theory, the trilateration algorithm is used to calculate the position of the receiver. The experimental results show that the average positioning errors for the proposed system are 8.77 and 10.15 cm for 70 and 100-cm MPPC heights, respectively.
引用
收藏
页码:30607 / 30616
页数:10
相关论文
共 46 条
[41]   Indoor Localization Fusing WiFi With Smartphone Inertial Sensors Using LSTM Networks [J].
Zhang, Mingyang ;
Jia, Jie ;
Chen, Jian ;
Deng, Yansha ;
Wang, Xingwei ;
Aghvami, Abdol Hamid .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (17) :13608-13623
[42]   Recent Progress in Visible Light Positioning and Communication Systems [J].
Zhang, Sheng ;
DU, Pengfei ;
Yang, Helin ;
Zhang, Ran ;
Chen, Chen ;
Alphones, Arokiaswami .
IEICE TRANSACTIONS ON COMMUNICATIONS, 2023, E106B (02) :84-100
[43]   Experimental Demonstration of Indoor Sub-Decimeter Accuracy VLP System Using Differential PDOA [J].
Zhang, Sheng ;
Zhong, Wen-De ;
Du, Pengfei ;
Chen, Chen .
IEEE PHOTONICS TECHNOLOGY LETTERS, 2018, 30 (19) :1703-1706
[44]   On the Performance Gain of Harnessing Non-Line-of-Sight Propagation for Visible Light-Based Positioning [J].
Zhou, Bingpeng ;
Zhuang, Yuan ;
Cao, Yue .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (07) :4863-4878
[45]   Performance Limits of Visible Light-Based User Position and Orientation Estimation Using Received Signal Strength Under NLOS Propagation [J].
Zhou, Bingpeng ;
Liu, An ;
Lau, Vincent .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (11) :5227-5241
[46]  
Zia-Ul-Mustafa Rida, 2023, 2023 South American Conference On Visible Light Communications (SACVLC), P112, DOI 10.1109/SACVLC59022.2023.10347574