A Radius-tapered Algorithm for Indoor Positioning System

被引:0
|
作者
Min, Ke [1 ]
Xu, Jian [1 ]
Wu, Changlong [1 ]
机构
[1] Southeast Univ, Sch Informat Sci & Engn, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Indoor positioning; Trilateration positioning algorithm; Radius-Tapered algorithm; Received signal strength indication (RSSI);
D O I
10.1109/EEBDA53927.2022.9744982
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the indoor positioning system based on Received Signal Strength Indication (RSSI), trilateration positioning algorithm is generally used. However, the accuracy of trilateration positioning decreases when the point of measurement is close to the beacon. In this article, a radiustapered (RT) indoor positioning algorithm is proposed to improve the positioning accuracy. The simulation results show that the errors decrease after the RT algorithm. The accuracy improvement is 69.96% (95% confidence interval (CI): 36.0104.0). It shows the potential application prospects in the indoor positioning system.
引用
收藏
页码:770 / 773
页数:4
相关论文
共 50 条
  • [31] MFA-OSELM Algorithm for WiFi-Based Indoor Positioning System
    AL-Khaleefa, Ahmed Salih
    Ahmad, Mohd Riduan
    Isa, Azmi Awang Md
    AL-Saffar, Ahmed
    Esa, Mona Riza Mohd
    Malik, Reza Firsandaya
    INFORMATION, 2019, 10 (04)
  • [32] Indoor Integrated Navigation Algorithm Based on Workshop Measurement Positioning System and Lidar
    Wang Jinwang
    Yang Linghui
    Shi Shendong
    Zhao Xian
    Zhang Zhengji
    Xu Qiuyu
    LASER & OPTOELECTRONICS PROGRESS, 2018, 55 (10)
  • [33] A high precision indoor positioning system of BLE AOA based on ISSS algorithm
    Wan, Qing
    Wu, Tong
    Zhang, Kanghua
    Liu, Xingyu
    Cheng, Kai
    Liu, Jianghua
    Zhu, Jiang
    MEASUREMENT, 2024, 224
  • [34] LOS-NLOS idetification Algorithm for Indoor Visible Light Positioning System
    Huang, Chuanxi
    Zhang, Xun
    2017 20TH INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2017, : 575 - 578
  • [35] An Indoor Positioning and Prewarning System Based on Wireless Sensor Network Routing Algorithm
    Gao, Yanghua
    Lou, Weidong
    Lu, Hailiang
    JOURNAL OF SENSORS, 2021, 2021
  • [36] Indoor positioning based on global positioning system signals
    Ozsoy, Kerem
    Bozkurt, Ayhan
    Tekin, Ibrahim
    MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2013, 55 (05) : 1091 - 1097
  • [37] Coordinate correction algorithm for WLAN indoor positioning
    孙永亮
    徐玉滨
    马琳
    韩军义
    Journal of Harbin Institute of Technology(New series), 2012, (02) : 67 - 70
  • [38] Wireless Indoor Positioning Based on Filtering Algorithm
    Zhang, Sen
    Wang, Zhangwei
    Xiao, Wendong
    2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION PROBLEM-SOLVING (ICCP), 2014, : 241 - 245
  • [39] Optimization of Indoor Positioning Algorithm Based on LANDMARC
    Zhou, Xiaoqing
    Sun, Jiaxiu
    Zhou, Zhiyong
    Xiao, Jianqong
    2021 IEEE 13TH INTERNATIONAL CONFERENCE ON COMPUTER RESEARCH AND DEVELOPMENT (ICCRD 2021), 2021, : 63 - 67
  • [40] Wireless Indoor Positioning Algorithm Based on PCA
    Li, H. L.
    Quan, W.
    Ji, G.
    Qian, Z. H.
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRIAL ENGINEERING (AIIE 2015), 2015, 123 : 8 - 9