Indoor Positioning Method Based on Wireless Signal

被引:4
|
作者
Yang, Jingjing [1 ]
Feng, Zhenyu [2 ]
Ma, Xuchao [2 ]
Zhang, Xiao [1 ]
机构
[1] Hebei North Univ, Sch Informat Sci & Engn, Zhangjiakou, Peoples R China
[2] Hebei North Univ, Zhangjiakou, Peoples R China
关键词
Indoor positioning; Wireless signal; Gaussian distribution; Fitting wave attenuation model;
D O I
10.3991/ijoe.v14i10.9303
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In view of the problems of traditional wireless indoor positioning technologies such as errors and a low positioning accuracy that cannot reach the application level required by hospital indoor positioning, this study proposes a hospital indoor positioning method based on wireless signals. This study firstly analyzes the principles of hospital indoor positioning, verifies the reliability and accuracy of the collected data using Gaussian distribution, P-P plot and Q-Q plot, and finally analyzes the collected data using the least square fitting algorithm to obtain a fitting wave attenuation model, which is then applied to the indoor positioning system. Experiments show that this method can reduce the error of indoor positioning in hospitals, and improve the repeatability and measurement accuracy of indoor positioning in hospitals.
引用
收藏
页码:53 / 67
页数:15
相关论文
共 50 条
  • [11] Wireless LAN based Indoor Positioning using Radio-Signal Strength Distribution Modeling
    Teramoto, Yaemi
    Asahara, Akinori
    2012 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2012,
  • [12] WIFE: Wireless Indoor Positioning Based on Fingerprint Evaluation
    Papapostolou, Apostolia
    Chaouchi, Hakima
    NETWORKING 2009, 2009, 5550 : 234 - 247
  • [13] WiTracker: An Indoor Positioning System based on Wireless LANs
    Zhao, Yongxiang
    Zhou, Huaibei
    Li, Meifang
    2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
  • [14] Design of Wireless Indoor Positioning System Based on ZigBee
    Li, Dong
    Wang, Lixin
    Yu, Qizhong
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS I AND II, 2009, : 508 - 511
  • [15] A wireless LAN-based indoor positioning technology
    Xiang, Z
    Song, S
    Chen, J
    Wang, H
    Huang, J
    Gao, X
    IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 2004, 48 (5-6) : 617 - 626
  • [16] Received Signal Strength based Indoor Positioning with RFID
    Sasikala, M.
    Athena, J.
    Rini, A. Sheela
    2021 IEEE INTERNATIONAL CONFERENCE ON RFID TECHNOLOGY AND APPLICATIONS (RFID-TA), 2021, : 260 - 263
  • [17] Robust indoor positioning based on received signal strength
    Sayrafian-Pour, Kamran
    Perez, Julio
    2007 2ND INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND APPLICATIONS, VOLS 1 AND 2, 2007, : 655 - +
  • [18] Optimisation-based deployment of beacons for indoor positioning using wireless communications and signal power ranking
    Chang, Ching-Lung
    Chang, Chuan-Yu
    Chen, Shuo-Tsung
    Syu, Jhe-Ming
    IET COMMUNICATIONS, 2020, 14 (17) : 2915 - 2923
  • [19] Wireless Indoor Positioning System with Enhanced Nearest Neighbors in Signal Space Algorithm
    Tran, Quang
    Tantra, Juki Wirawan
    Foh, Chuan Heng
    Tan, Ah-Hwee
    Yow, Kin Choong
    Qiu, Dongyu
    2006 IEEE 64TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2006, : 2355 - +
  • [20] Wavelet Autocorrelation and Denoising of Spread Spectrum Signal for Narrowband Wireless Indoor Positioning
    Cai, Wen-yang
    Luo, Gao-yong
    INTERNATIONAL CONFERENCE ON APPLIED MECHANICS AND MECHANICAL AUTOMATION (AMMA 2017), 2017, : 267 - 276