Advanced Indoor Positioning Using Zigbee Wireless Technology

被引:0
|
作者
Marcin Uradzinski
Hang Guo
Xiaokang Liu
Min Yu
机构
[1] University of Warmia and Mazury in Olsztyn,Institute of Geodesy
[2] Nanchang University,Institute of Space Science and Technology
[3] Jiangxi Normal University,Department of Computer Science and Technology
来源
关键词
Wireless sensor networks; Zigbee technology; Indoor positioning; Navigation; Sensor integration;
D O I
暂无
中图分类号
学科分类号
摘要
The paper presents the results of the project which examines the level of accuracy that can be achieved in precision indoor positioning using a new improved Zigbee network fingerprint method. This method can provide more accurate positioning by filtering algorithm for improving the fingerprint Zigbee database accuracy. In our experiment the following two steps have been completed. Firstly, we filtered out the interference data generated in the fingerprint database source data acquisition process what improved the accuracy of establishing the fingerprint database. Next, the nearest algorithm, the weighted nearest algorithm and Bayesian algorithm were used to calculate pedestrian’s location, and then the results are compared and analyzed. As a result, the average error with the improved fingerprint database is less than or equal to 0.81 m in a long distance range. The accuracy of the results got much better compared with the results without filtering. A newly developed ZigBee system by us can be applied to the location based services in a bigger space inside the buildings (distances up to 40 m) or in the underground mines.
引用
收藏
页码:6509 / 6518
页数:9
相关论文
共 50 条
  • [31] Indoor positioning system based on zigbee and inertial system
    Han Chenghao
    Wang Zhongtao
    Wang Longxu
    2018 5TH INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND THEIR APPLICATIONS (DSA), 2018, : 80 - 85
  • [32] Indoor Positioning Using Wireless Fingerprinting Based on Gaussian Models
    Tan, Ai Hui
    2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS, I2CACIS 2024, 2024, : 157 - 162
  • [33] Indoor Positioning System Using Depth Maps and Wireless Networks
    Duque Domingo, Jaime
    Cerrada, Carlos
    Valero, Enrique
    Cerrada, J. A.
    JOURNAL OF SENSORS, 2016, 2016
  • [34] Development of Indoor Air Quality Supervision Systems Using ZigBee Wireless Networks
    Lee, Chiao-Lun
    Lee, Jin-Shyan
    PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 95 - 98
  • [35] Indoor Navigation and Guidance of an Autonomous Robot Vehicle by Using Wireless (ZigBee) Cummunication
    Mutlu, Lutfi
    Uyar, Erol
    ADVANCED MATERIALS RESEARCH II, PTS 1 AND 2, 2012, 463-464 : 1634 - +
  • [36] Zigbee wireless network-based indoor mobile robot monitoring and positioning method under binocular vision
    Chen, Xiaowei
    Le, Quoc Tien
    Saedudin, Rd Rohmat
    International Journal of Mechatronics and Applied Mechanics, 2020, 2 (08): : 47 - 53
  • [37] Human Counting and Indoor Positioning System Using WiFi Technology
    Zourmand, Alireza
    Sheng, Ng Wooi
    Hing, Andrew Lai Kun
    AbdulRehman, Mohammad
    2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS (I2CACIS), 2018, : 142 - 147
  • [38] Indoor Positioning System Prototype using Low Cost Technology
    Bucheli Fuentes, Maria Paula
    Munoz Ibarra, Karen Lisseth
    Milena Hernandez, Claudia
    2020 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2020), 2020,
  • [39] A Smartphone Indoor Positioning System Using Hybrid Localization Technology
    Gang, Hui-Seon
    Pyun, Jae-Young
    ENERGIES, 2019, 12 (19)
  • [40] Research on the Application of ZigBee Technology in Positioning System
    Ge Xiao-yu
    Wang Qing-gui
    Feng An-song
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL III, 2010, : 97 - 99