Intelligent Reflecting Surfaces for Visible Light Positioning Based on Received Power Measurements

被引:12
作者
Kokdogan, Furkan [1 ]
Gezici, Sinan [1 ]
机构
[1] Bilkent Univ, Dept Elect & Elect Engn, TR-06800 Ankara, Turkiye
关键词
Receivers; Light emitting diodes; Visible light communication; Location awareness; Wireless communication; Reflection; Vectors; Intelligent reflecting surfaces; visible light positioning; estimation; Cramer--Rao lower bound; reconfigurable intelligent surfaces; SYSTEMS; LOCALIZATION;
D O I
10.1109/TVT.2024.3390178
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 formulate and analyze a received power based position estimation problem for visible light positioning (VLP) systems in presence of intelligent reflecting surfaces (IRSs). In the proposed problem formulation, a visible light communication (VLC) receiver collects signals from a number of light emitting diode (LED) transmitters via line-of-sight (LOS) paths and/or via reflections from IRSs. We derive the Cram & eacute;r--Rao lower bound (CRLB) expression and the maximum likelihood (ML) estimator for generic three-dimensional positioning in the presence of IRSs with arbitrary configurations. In addition, we consider the problem of optimizing the orientations of IRSs when line-of-sight (LOS) paths are blocked, and propose an optimal adjustment approach for maximizing the received powers from IRSs based on analytic expressions, which can be solved in closed form or numerically. Since the optimal IRS orientations depend on the actual position of the VLC receiver, an N-step localization algorithm is proposed to perform adjustment of IRS orientations in the absence of any prior knowledge about the position of the VLC receiver. Performance of the proposed approach is evaluated via simulations and compared against the CRLB. It is deduced that although IRSs do no provide critical improvements in positioning accuracy in the presence of LOS signals from a sufficient number of LED transmitters, they can be very important in achieving accurate positioning when all or most of LOS paths are blocked.
引用
收藏
页码:13108 / 13121
页数:14
相关论文
共 41 条
[21]   Fundamental analysis for visible-light communication system using LED lights [J].
Komine, T ;
Nakagawa, M .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2004, 50 (01) :100-107
[22]   Access Control for RAN Slicing based on Federated Deep Reinforcement Learning [J].
Liu, Yi-Jing ;
Feng, Gang ;
Wang, Jian ;
Sun, Yao ;
Qin, Shuang .
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
[23]   Indoor Positioning Systems Based on Visible Light Communication: State of the Art [J].
Luo, Junhai ;
Fan, Liying ;
Li, Husheng .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2017, 19 (04) :2871-2893
[24]   Distributed Reconfigurable Intelligent Surfaces Assisted Indoor Positioning [J].
Ma, Teng ;
Xiao, Yue ;
Lei, Xia ;
Xiong, Wenhui ;
Xiao, Ming .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22 (01) :47-58
[25]   Wireless Localization in the Presence of Intelligent Reflecting Surface [J].
Nasri, Arash ;
Bafghi, Ali H. Abdollahi ;
Nasiri-Kenari, Masoumeh .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (07) :1315-1319
[26]   TOWARD THE USE OF RE-CONFIGURABLE INTELLIGENT SURFACES IN VLC SYSTEMS: BEAM STEERING [J].
Ndjiongue, Alain R. ;
Ngatched, Telex M. N. ;
Dobre, Octavia A. ;
Haas, Harald .
IEEE WIRELESS COMMUNICATIONS, 2021, 28 (03) :156-162
[27]  
POOR HV, 1994, INTRO SIGNAL DETECTI
[28]   Intelligent Reflecting Surface Orientation Optimization to Enhance the Performance of Wireless Communications Systems [J].
Prabhath, Kasun ;
Jayaweera, Sudharman K. ;
Lane, Steven A. .
2022 INTERNATIONAL WORKSHOP ON ANTENNA TECHNOLOGY (IWAT), 2022, :231-234
[29]  
Qian L, 2021, Arxiv, DOI arXiv:2101.12390
[30]   Simultaneous Position and Orientation Estimation for Visible Light Systems With Multiple LEDs and Multiple PDs [J].
Shen, Shengqiang ;
Li, Shiyin ;
Steendam, Heidi .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2020, 38 (08) :1866-1879