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Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites

Environmental monitoring of delicate ecosystems or pristine sites is critical to their preservation. The communication infrastructure for such monitoring should have as little impact on the natural ecosystem as possible. Because of their wide range capabilities and independence from heavy infrastruc...

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Autores principales: Sobhi, Salma, Elzanaty, Ahmed, Selim, Mohamed Y., Ghuniem, Atef M., Abdelkader, Mohamed F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9919836/
https://www.ncbi.nlm.nih.gov/pubmed/36772736
http://dx.doi.org/10.3390/s23031698
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author Sobhi, Salma
Elzanaty, Ahmed
Selim, Mohamed Y.
Ghuniem, Atef M.
Abdelkader, Mohamed F.
author_facet Sobhi, Salma
Elzanaty, Ahmed
Selim, Mohamed Y.
Ghuniem, Atef M.
Abdelkader, Mohamed F.
author_sort Sobhi, Salma
collection PubMed
description Environmental monitoring of delicate ecosystems or pristine sites is critical to their preservation. The communication infrastructure for such monitoring should have as little impact on the natural ecosystem as possible. Because of their wide range capabilities and independence from heavy infrastructure, low-power wide area network protocols have recently been used in remote monitoring. In this regard, we propose a mobile vehicle-mounted gateway architecture for IoT data collection in communication-network-free areas. The limits of reliable communication are investigated in terms of gateway speed, throughput, and energy consumption. We investigate the performance of various gateway arrival scenarios, focusing on the trade-off between freshness of data, data collection rate, and end-node power consumption. Then we validate our findings using both real-world experiments and simulations. In addition, we present a case study exploiting the proposed architecture to provide coverage for Wadi El-Gemal national park in Egypt. The results show that reliable communication is achieved over all spreading factors ([Formula: see text]) for gateway speeds up to 150 km/h with negligible performance degradation at [Formula: see text] at speeds more than 100 km/h. The synchronized transmission model ensures the best performance in terms of throughput and power consumption at the expense of the freshness of data. Nonsynchronized transmission allows time-flexible data collection at the expense of increased power consumption. The same throughput as semisynchronized transmission is achieved using four gateways at only five times the energy consumption, while a single gateway requires seventeen times the amount of energy. Furthermore, increasing the number of gateways to ten increases the throughput to the level achieved by the synchronized scenario while consuming eight times the energy.
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spelling pubmed-99198362023-02-12 Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites Sobhi, Salma Elzanaty, Ahmed Selim, Mohamed Y. Ghuniem, Atef M. Abdelkader, Mohamed F. Sensors (Basel) Article Environmental monitoring of delicate ecosystems or pristine sites is critical to their preservation. The communication infrastructure for such monitoring should have as little impact on the natural ecosystem as possible. Because of their wide range capabilities and independence from heavy infrastructure, low-power wide area network protocols have recently been used in remote monitoring. In this regard, we propose a mobile vehicle-mounted gateway architecture for IoT data collection in communication-network-free areas. The limits of reliable communication are investigated in terms of gateway speed, throughput, and energy consumption. We investigate the performance of various gateway arrival scenarios, focusing on the trade-off between freshness of data, data collection rate, and end-node power consumption. Then we validate our findings using both real-world experiments and simulations. In addition, we present a case study exploiting the proposed architecture to provide coverage for Wadi El-Gemal national park in Egypt. The results show that reliable communication is achieved over all spreading factors ([Formula: see text]) for gateway speeds up to 150 km/h with negligible performance degradation at [Formula: see text] at speeds more than 100 km/h. The synchronized transmission model ensures the best performance in terms of throughput and power consumption at the expense of the freshness of data. Nonsynchronized transmission allows time-flexible data collection at the expense of increased power consumption. The same throughput as semisynchronized transmission is achieved using four gateways at only five times the energy consumption, while a single gateway requires seventeen times the amount of energy. Furthermore, increasing the number of gateways to ten increases the throughput to the level achieved by the synchronized scenario while consuming eight times the energy. MDPI 2023-02-03 /pmc/articles/PMC9919836/ /pubmed/36772736 http://dx.doi.org/10.3390/s23031698 Text en © 2023 by the authors. 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
Sobhi, Salma
Elzanaty, Ahmed
Selim, Mohamed Y.
Ghuniem, Atef M.
Abdelkader, Mohamed F.
Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites
title Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites
title_full Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites
title_fullStr Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites
title_full_unstemmed Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites
title_short Mobility of LoRaWAN Gateways for Efficient Environmental Monitoring in Pristine Sites
title_sort mobility of lorawan gateways for efficient environmental monitoring in pristine sites
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9919836/
https://www.ncbi.nlm.nih.gov/pubmed/36772736
http://dx.doi.org/10.3390/s23031698
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