3-D Localization With Multiple LEDs Lamps in OFDM-VLC System

被引:17
作者
Mathias, Luis Carlos [1 ]
De Melo, Leonimer Flavio [1 ]
Abrao, Taufik [1 ]
机构
[1] Univ Estadual Londrina, Dept Elect Engn, BR-86057970 Londrina, Brazil
关键词
3-D position estimation; AoA; OFDM; RSS; VLC;
D O I
10.1109/ACCESS.2018.2889647
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 communication (VLC)-based localization is a potential candidate for a wide range of indoor localization applications. In this paper, we propose a VLC architecture based on orthogonal frequency division multiplexing (OFDM) with multiple functionalities integrated into the same system, i.e., the 3-D receiver location, the control of the room illumination intensity, as well as the data transmission capability. In this paper, we propose an original methodology for LED power discrimination applying spatial optical OFDM (SO-OFDM) structure for position estimation. The hybrid locator initially makes a first estimate using a weighted angle-of-arrival (WAoA)-based locator, which is then used as the starting point of the recursive estimator based on the strength of the received signal. Hence, the first stage is deployed to increase the convergence probability, reducing the root-mean-square error (RMSE) and the number of iterations of the second stage. Also, a performance versus computational complexity comparative analysis is carried out with the parameter variations of these estimators. The numerical results indicate a decade improvement in the RMSE for every two decades of decrement of power noise on the receiver photodiode. The best clipping factor is obtained through the analysis of locator accuracy and transmission capacity for each simulated system. Finally, the numerical results also demonstrate effectiveness, robustness, and efficiency of the proposed architecture.
引用
收藏
页码:6249 / 6261
页数:13
相关论文
共 23 条
  • [1] Aminikashani Mohammadreza, 2016, 2016 13th IEEE Annual Consumer Communications & Networking Conference (CCNC), P505, DOI 10.1109/CCNC.2016.7444832
  • [2] [Anonymous], PRACTICAL MODELING L
  • [3] [Anonymous], J LIGHT WAVE TECHNOL
  • [4] [Anonymous], 1993, FUNDAMENTALS STAT PR
  • [5] Chen J., 2015, Modifying Food Texture - Volume 1: Novel Ingredients and Processing Techniques
  • [6] Cree, 2017, CREE XLAMP XHP70 2 L
  • [7] Dimitrov S., 2015, PRINCIPLES LED LIGHT, DOI DOI 10.1017/CBO9781107278929
  • [8] Clipping Noise in OFDM-Based Optical Wireless Communication Systems
    Dimitrov, Svilen
    Sinanovic, Sinan
    Haas, Harald
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2012, 60 (04) : 1072 - 1081
  • [9] Flip-OFDM for Unipolar Communication Systems
    Fernando, Nirmal
    Hong, Yi
    Viterbo, Emanuele
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2012, 60 (12) : 3726 - 3733
  • [10] Ghassemlooy Z, 2013, OPTICAL WIRELESS COMMUNICATIONS: SYSTEM AND CHANNEL MODELLING WITH MATLAB(R), P1