Development and Evaluation of a UWB-Based Indoor Positioning System for Underground Mine Environments

被引:0
|
作者
Moritz Ziegler
Amir Ehsan Kianfar
Tobias Hartmann
Elisabeth Clausen
机构
[1] RWTH Aachen University,Institute for Advanced Mining Technologies (AMT)
来源
关键词
Ultra-wideband ; UWB; Indoor positioning systems; IPS; Localization; Underground mine; Two-Way Ranging; TWR; DS-TWR; ToF; Extended Kalman Filter;
D O I
暂无
中图分类号
学科分类号
摘要
Accurate positioning information is a central step in the process of increasing automation and digitalization in the mining industry. Underground mine environments are prime examples for GNSS-denied environments that pose several additional challenges for the employed indoor positioning system (IPS). This work presents an ultra-wideband (UWB)–based system specifically tailored for underground mine environments. Initially, the UWB technology is reviewed and basic concepts of IPS are explained. Both software and hardware are described in detail, including positioning algorithms, electrical circuitry, and the mining-compatible enclosure. Finally, the results from field tests in an underground mine are presented and positioning performance and the influence of dilution of precision (DOP) on positioning results are empirically evaluated. The results show that the localization errors are mostly below 1 m. Individual zones of high localization errors are suspected to be caused by noise interference. Significant DOP influence due to the mining drift geometry can be confirmed. The system shows promising localization results for different mining applications, while influences negatively impacting the accuracy are presented as items for future research.
引用
收藏
页码:1021 / 1040
页数:19
相关论文
共 50 条
  • [1] Development and Evaluation of a UWB-Based Indoor Positioning System for Underground Mine Environments
    Ziegler, Moritz
    Kianfar, Amir Ehsan
    Hartmann, Tobias
    Clausen, Elisabeth
    [J]. MINING METALLURGY & EXPLORATION, 2023, 40 (04) : 1021 - 1040
  • [2] DESIGN OF AN UWB-BASED INDOOR POSITIONING SYSTEM
    Artunc, Turan Can
    Yalcin, Mustak Erhan
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [3] UWB-Based Indoor Positioning System With Infinite Scalability
    Santoro, Luca
    Nardello, Matteo
    Brunelli, Davide
    Fontanelli, Daniele
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
  • [4] Performance Evaluation of the UWB-based CDS Indoor Positioning Solution
    Puschita, Emanuel
    Simedroni, Raluca
    Palade, Tudor
    Codau, Cristian
    Vos, Stefan
    Ratiu, Vlad
    Ratiu, Ovidiu
    [J]. 2020 INTERNATIONAL WORKSHOP ON ANTENNA TECHNOLOGY (IWAT), 2020,
  • [5] A UWB-Based Indoor Positioning System Employing Neural Networks
    Li, Binghao
    Zhao, Kai
    Sandoval, Eduardo Benitez
    [J]. JOURNAL OF GEOVISUALIZATION AND SPATIAL ANALYSIS, 2020, 4 (02)
  • [6] A UWB-Based Indoor Positioning System Employing Neural Networks
    Binghao Li
    Kai Zhao
    Eduardo Benitez Sandoval
    [J]. Journal of Geovisualization and Spatial Analysis, 2020, 4
  • [7] A UWB-based 3D Location System for Indoor Environments
    Chu, Yuechun
    Ganz, Aura
    [J]. 2ND INTERNATIONAL CONFERENCE ON BROADBAND NETWORKS (BROADNETS 2005), 2005, : 224 - +
  • [8] Development of an UWB based Indoor Positioning System
    Molnar, Marcell
    Luspay, Lamas
    [J]. 2020 28TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2020, : 820 - 825
  • [9] Enhancing Accuracy of UWB-based Indoor Positioning System using Kalman Filtering
    Socha, Piotr
    Makowski, Lukasz
    [J]. PRZEGLAD ELEKTROTECHNICZNY, 2024, 100 (01): : 189 - 193
  • [10] UWB-based Indoor Navigation with Uncertain Anchor Nodes Positioning
    Pages, Gael
    Vila-Valls, Jordi
    [J]. PROCEEDINGS OF THE 32ND INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2019), 2019, : 2598 - 2610