Indoor high-precision visible light positioning system using Jaya algorithm

被引:3
|
作者
Cai, Cuicui [1 ]
Fu, Maosheng [1 ]
Meng, Xianmeng [2 ]
Jia, Chaochuan [1 ]
Pei, Mingjing [1 ]
机构
[1] West Anhui Univ, Sch Elect & Informat Engn, Luan 237012, Peoples R China
[2] Hefei Univ Technol, Sch Comp Sci & Informat Engn, Hefei 230601, Peoples R China
关键词
indoor positioning system; received signal strength; visible light communication; Jaya algorithm; location accuracy; OPTIMIZATION ALGORITHM; LOCALIZATION;
D O I
10.3934/mbe.2023454
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Several indoor positioning systems that utilize visible light communication (VLC) have recently been developed. Due to the simple implementation and high precision, most of these systems are dependent on received signal strength (RSS). The position of the receiver can be estimated according to the positioning principle of the RSS. To improve positioning precision, an indoor three-dimensional (3D) visible light positioning (VLP) system with the Jaya algorithm is proposed. In contrast to other positioning algorithms, the Jaya algorithm has a simple structure with only one phase and achieves high accuracy without controlling the parameter settings. The simulation results show that an average error of 1.06 cm is achieved using the Jaya algorithm in 3D indoor positioning. The average errors of 3D positioning using the Harris Hawks optimization algorithm (HHO), ant colony algorithm with an area-based optimization model (ACO-ABOM), and modified artificial fish swam algorithm (MAFSA) are 2.21 cm, 1.86 cm and 1.56 cm, respectively. Furthermore, simulation experiments are performed in motion scenes, where a high-precision positioning error of 0.84 cm is achieved. The proposed algorithm is an efficient method for indoor localization and outperforms other indoor positioning algorithms.
引用
收藏
页码:10358 / 10375
页数:18
相关论文
共 50 条
  • [21] Indoor Positioning System Using Visible Light and Accelerometer
    Yasir, Muhammad
    Ho, Siu-Wai
    Vellambi, Badri N.
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2014, 32 (19) : 3306 - 3316
  • [22] Indoor Positioning System Using Visible Light Communication
    Juneja, Sakshi
    Vashisth, Sharda
    2017 INTERNATIONAL CONFERENCE ON COMPUTING AND COMMUNICATION TECHNOLOGIES FOR SMART NATION (IC3TSN), 2017, : 80 - 84
  • [23] High-Precision RTT-Based Indoor Positioning System Using RCDN and RPN
    Seong, Ju-Hyeon
    Lee, Soo-Hwan
    Kim, Won-Yeol
    Seo, Dong-Hoan
    SENSORS, 2021, 21 (11)
  • [24] High Precision Indoor Visible Three-Dimensional Positioning System Based on Immune Algorithm
    Wang Pengfei
    Guan Weipeng
    Wen Shangsheng
    Xie Yongjian
    Wu Yuxiang
    Zhang Meiqi
    ACTA OPTICA SINICA, 2018, 38 (10)
  • [25] An Indoor Visible Light Positioning System Using Tilted LEDs with High Accuracy
    Chaudhary, Neha
    Younus, Othman Isam
    Alves, Luis Nero
    Ghassemlooy, Zabih
    Zvanovec, Stanislav
    Le-Minh, Hoa
    SENSORS, 2021, 21 (03) : 1 - 16
  • [26] Design and Implementation of Gateway and Server in an Indoor High-Precision Positioning System
    Wang, Wenhua
    Xia, Weiwei
    Zhang, Rui
    Shen, Lianfeng
    2014 IEEE 3RD GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE), 2014, : 540 - 541
  • [27] A High-Precision, Real-Time, and Robust Indoor Visible Light Positioning Method Based on Mean Shift Algorithm and Unscented Kalman Filter
    Xie, Zekun
    Guan, Weipeng
    Zheng, Jieheng
    Zhang, Xinjie
    Chen, Shihuan
    Chen, Bangdong
    SENSORS, 2019, 19 (05)
  • [28] LED based high accuracy indoor visible light positioning algorithm
    Chen, Yong
    Ren, Zimiao
    Han, Zhaozhong
    Liu, Huanlin
    Shen, Qi-xiang
    Wu, Zhiqia
    OPTIK, 2021, 243
  • [29] LED based high accuracy indoor visible light positioning algorithm
    Chen, Yong
    Ren, Zimiao
    Han, Zhaozhong
    Liu, Huanlin
    Shen, Qi-xiang
    Wu, Zhiqia
    Optik, 2021, 243
  • [30] Investigation of Indoor Positioning System Using Visible Light Communication
    See, Y. C.
    Noor, Norliza Mohd
    Tan, Calvin Y. M.
    PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 186 - 189