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Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine

Underground mining increasingly relies on wireless communications for its operations. The move to automating many underground mining processes makes an understanding of the propagation characteristics of key wireless technologies underground a topic of considerable importance. LoRa has great potenti...

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Autor principal: Branch, Philip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699343/
https://www.ncbi.nlm.nih.gov/pubmed/36433253
http://dx.doi.org/10.3390/s22228653
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author Branch, Philip
author_facet Branch, Philip
author_sort Branch, Philip
collection PubMed
description Underground mining increasingly relies on wireless communications for its operations. The move to automating many underground mining processes makes an understanding of the propagation characteristics of key wireless technologies underground a topic of considerable importance. LoRa has great potential for communications in underground mines, but data on its propagation are quite scarce. In this paper, we describe our measurements of LoRa radio propagation in an underground gold mine. We took measurements in an extraction tunnel with line of sight and in extraction and access tunnels without line of sight. We observed excellent propagation, both with and without line of sight. Our observations support claims by others that the steel-lined tunnels act as a waveguide. As well as reporting measurements, we also developed models of propagation. For line of sight, we show that pathloss is well modelled by a power law with pathloss index of 1.25 and that variability of signal strength is well modelled by a lognormal distribution. We also successfully modelled propagation without line of sight over short distances using a Fresnel Diffraction and Free Space model.
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spelling pubmed-96993432022-11-26 Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine Branch, Philip Sensors (Basel) Article Underground mining increasingly relies on wireless communications for its operations. The move to automating many underground mining processes makes an understanding of the propagation characteristics of key wireless technologies underground a topic of considerable importance. LoRa has great potential for communications in underground mines, but data on its propagation are quite scarce. In this paper, we describe our measurements of LoRa radio propagation in an underground gold mine. We took measurements in an extraction tunnel with line of sight and in extraction and access tunnels without line of sight. We observed excellent propagation, both with and without line of sight. Our observations support claims by others that the steel-lined tunnels act as a waveguide. As well as reporting measurements, we also developed models of propagation. For line of sight, we show that pathloss is well modelled by a power law with pathloss index of 1.25 and that variability of signal strength is well modelled by a lognormal distribution. We also successfully modelled propagation without line of sight over short distances using a Fresnel Diffraction and Free Space model. MDPI 2022-11-09 /pmc/articles/PMC9699343/ /pubmed/36433253 http://dx.doi.org/10.3390/s22228653 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Branch, Philip
Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine
title Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine
title_full Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine
title_fullStr Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine
title_full_unstemmed Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine
title_short Measurements and Models of 915 MHz LoRa Radio Propagation in an Underground Gold Mine
title_sort measurements and models of 915 mhz lora radio propagation in an underground gold mine
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699343/
https://www.ncbi.nlm.nih.gov/pubmed/36433253
http://dx.doi.org/10.3390/s22228653
work_keys_str_mv AT branchphilip measurementsandmodelsof915mhzloraradiopropagationinanundergroundgoldmine