WiFi Indoor Positioning with Binary Search Method

被引:0
|
作者
Watcharasukchit, Santiphap [1 ]
Triyason, Tuul [1 ]
Krathu, Worarat [2 ]
Tassanaviboon, Anuchart [1 ]
Arpnikanondt, Chonlameth [1 ]
机构
[1] King Mongkuts Univ Technol Thonburi, IP Commun Lab, Sch Informat Technol, Bangkok, Thailand
[2] King Mongkuts Univ Technol Thonburi, Data Sci & Engn Lab, Sch Informat Technol, Bangkok, Thailand
关键词
Indoor Position; WiFi; RSSI; Relative Distance;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Indoor monitoring is one of the prevalent features in smart home contest. This paper provides a new practical approach for indoor position using WiFi. The approach uses the signal strength of a receiver from transmitters to calculate relative distances from the received signal strength. Finally, the position is calculated by applying the Binary Search algorithm and relative distances. In order to evaluate the performance of the proposed algorithm, the experimental test-bed on four-corner access points is conducted. The results show that the calculated positions at the border, or near the access points, are accurate. However, the results in the middle have some errors, due to a distance from access points. The preliminary observation shows that the errors came from the limitation of receiver hardware, which can be compensated by adjusting access points topology.
引用
收藏
页码:151 / 156
页数:6
相关论文
共 50 条
  • [1] Indoor Positioning Method Based on WiFi/Bluetooth and PDR Fusion Positioning
    Zhu, Yijie
    Luo, Xiaonan
    Guan, Shanwen
    Wang, Zhongshuai
    2021 13TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2021, : 233 - 238
  • [2] An improved method for indoor positioning of WIFI based on location fingerprint
    Zeng, Congwen
    Zhao, Shuaijie
    Zhong, Yanru
    Yuan, Zhixiang
    Luo, Xiaonan
    2018 7TH INTERNATIONAL CONFERENCE ON DIGITAL HOME (ICDH 2018), 2018, : 280 - 285
  • [3] WiFi-Based Indoor Positioning
    Yang, Chouchang
    Shao, Huai-Rong
    IEEE COMMUNICATIONS MAGAZINE, 2015, 53 (03) : 150 - 157
  • [4] Indoor Positioning in WiFi and NanoLOC Networks
    Sivers, Mstislav
    Fokin, Grigoriy
    Dmitriev, Pavel
    Kireev, Artem
    Volgushev, Dmitry
    Ali, Al-Odhari Abdulwahab Hussein
    INTERNET OF THINGS, SMART SPACES, AND NEXT GENERATION NETWORKS AND SYSTEMS, NEW2AN 2016/USMART 2016, 2016, 9870 : 465 - 476
  • [5] WiFi-RTT Indoor Positioning
    Gentner, Christian
    Ulmschneider, Markus
    Kuehner, Isabel
    Dammann, Armin
    2020 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM (PLANS), 2020, : 1029 - 1035
  • [6] Optimization of Kalman Filter Indoor Positioning Method Fusing WiFi and PDR
    Lu, Yanling
    Luo, Shiqi
    Yao, Zhenxuan
    Zhou, Junfen
    Lu, Shenchuan
    Li, Jingwen
    HUMAN CENTERED COMPUTING, HCC 2021, 2022, 13795 : 196 - 207
  • [7] A WiFi-Based Weighted Screening Method for Indoor Positioning Systems
    Hung-Huan Liu
    Wei-Hsiang Lo
    Chih-Cheng Tseng
    Haw-Yun Shin
    Wireless Personal Communications, 2014, 79 : 611 - 627
  • [8] A WiFi-Based Weighted Screening Method for Indoor Positioning Systems
    Liu, Hung-Huan
    Lo, Wei-Hsiang
    Tseng, Chih-Cheng
    Shin, Haw-Yun
    WIRELESS PERSONAL COMMUNICATIONS, 2014, 79 (01) : 611 - 627
  • [9] An indoor positioning method integrating WiFi and wearable inertial navigation module
    Luo R.
    Li Y.
    Jin Z.
    Chen B.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2022, 43 (03): : 267 - 276
  • [10] On the efficacy of WiFi indoor positioning in a practical setting
    Jaffre, Thomas
    Grigis, Pierre-Mickael
    Papanastasiou, Stylianos
    Peytchev, Evtim
    2013 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2013,