Development and Evaluation of a UWB‑Based Indoor Positioning System for Underground Mine Environments - Mining, Metallurgy & Exploration (2023)
- Organization:
- Society for Mining, Metallurgy & Exploration
- Pages:
- 20
- File Size:
- 2918 KB
- Publication Date:
- Jul 7, 2023
Abstract
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.
Citation
APA: (2023) Development and Evaluation of a UWB‑Based Indoor Positioning System for Underground Mine Environments - Mining, Metallurgy & Exploration (2023)
MLA: Development and Evaluation of a UWB‑Based Indoor Positioning System for Underground Mine Environments - Mining, Metallurgy & Exploration (2023). Society for Mining, Metallurgy & Exploration, 2023.