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
来源
2017 10TH INTERNATIONAL CONFERENCE ON UBI-MEDIA COMPUTING AND WORKSHOPS (UBI-MEDIA) | 2017年
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
  • [31] The Fast Collection of Radio Fingerprint for WiFi-Based Indoor Positioning System
    Liu, Hung-Huan
    Liao, Chung-Wei
    Lo, Wei-Hsiang
    PROCEEDINGS OF THE 11TH EAI INTERNATIONAL CONFERENCE ON HETEROGENEOUS NETWORKING FOR QUALITY, RELIABILITY, SECURITY AND ROBUSTNESS, 2015, : 427 - 432
  • [32] 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)
  • [33] Fusion positioning algorithm of indoor WiFi and bluetooth based on discrete mathematical model
    Zhang, Fang
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020,
  • [34] A Two-Filter Integration of MEMS Sensors and WiFi Fingerprinting for Indoor Positioning
    Zhuang, Yuan
    Li, You
    Qi, Longning
    Lan, Haiyu
    Yang, Jun
    El-Sheimy, Naser
    IEEE SENSORS JOURNAL, 2016, 16 (13) : 5125 - 5126
  • [35] New trends in indoor positioning based on WiFi and machine learning: A systematic review
    Bellavista-Parent, Vladimir
    Torres-Sospedra, Joaquin
    Perez-Navarro, Antoni
    INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2021), 2021,
  • [36] Recurrent Neural Networks Model for WiFi-based Indoor Positioning System
    Lukito, Yuan
    Chrismanto, Antonius Rachmat
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON SMART CITIES, AUTOMATION & INTELLIGENT COMPUTING SYSTEMS (ICON-SONICS 2017), 2017, : 121 - 125
  • [37] Hybrid indoor positioning for smart homes using WiFi and Bluetooth low energy technologies
    Haznedar, Yunus
    Aydin, G. Zeynep Gurkas
    Turgut, Zeynep
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2023, 15 (01) : 63 - 87
  • [38] WePos: Weak-supervised Indoor Positioning with Unlabeled WiFi for On-demand Delivery
    Guo, Baoshen
    Zuo, Weijian
    Wang, Shuai
    Lyu, Wenjun
    Hong, Zhiqing
    Ding, Yi
    He, Tian
    Zhang, Desheng
    PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 2022, 6 (02):
  • [39] Accuracy Sensing Parameter Estimation and Indoor Positioning in WiFi Systems via Tensor Analysis
    Zhang, Zhihai
    Lin, Heyun
    Liu, Hualong
    Wei, Longkun
    Cheng, Yuan
    Wang, Sitong
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE IN ELECTRONICS ENGINEERING, AIEE 2024, 2024, : 53 - 58
  • [40] Indoor map information based WiFi positioning technology for multi-floor buildings
    Li H.-T.
    Qi S.
    Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2017, 46 (01): : 32 - 37