Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.22/20888 |
Resumo: | Low-power wide-area networks are extending beyond the conventional terrestrial domain. Coastal zones, rivers, wetlands, among others, are nowadays common deployment settings for Internet-of-Things nodes where communication technologies such as LoRa are becoming popular. In this article, we investigate large-scale fading dynamics of LoRa line-of-sight links deployed over an estuary with characteristic intertidal zones, considering both shore-to-shore and shore-to-vessel communications. We propose a novel methodology for path loss prediction which captures i) spatial, ii) temporal and iii) physical features of the RF signal interaction with the environmental dynamics, integrating those features into the two-ray propagation model. To this purpose, we resort to precise hydrodynamic modeling of the estuary, including the specific terrain profile (bathymetry) at the reflection point. These aspects are key to accounting for a reflecting surface of varying altitude and permittivity as a function of the tide. Experimental measurements using LoRa devices operating in the 868~MHz band show major trends on the received signal power in agreement with the methodology's predictions. |
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Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems220902Intertidal zoneLoRaOverwater communicationsPath lossPropagationRFTidal fadingTwo-ray modelLow-power wide-area networks are extending beyond the conventional terrestrial domain. Coastal zones, rivers, wetlands, among others, are nowadays common deployment settings for Internet-of-Things nodes where communication technologies such as LoRa are becoming popular. In this article, we investigate large-scale fading dynamics of LoRa line-of-sight links deployed over an estuary with characteristic intertidal zones, considering both shore-to-shore and shore-to-vessel communications. We propose a novel methodology for path loss prediction which captures i) spatial, ii) temporal and iii) physical features of the RF signal interaction with the environmental dynamics, integrating those features into the two-ray propagation model. To this purpose, we resort to precise hydrodynamic modeling of the estuary, including the specific terrain profile (bathymetry) at the reflection point. These aspects are key to accounting for a reflecting surface of varying altitude and permittivity as a function of the tide. Experimental measurements using LoRa devices operating in the 868~MHz band show major trends on the received signal power in agreement with the methodology's predictions.Repositório Científico do Instituto Politécnico do PortoGutiérrez Gaitán, MiguelD'Orey, PedroCecílio, JoséRodrigues, MartaSantos, Pedro MiguelPinto, LuisOliveira, AnabelaCasimiro, AntónioAlmeida, Luis2022-09-20T14:02:00Z2022-09-062022-09-06T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/20888eng10.1109/JSEN.2022.3205760info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T13:16:26Zoai:recipp.ipp.pt:10400.22/20888Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:40:58.619423Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems 220902 |
title |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems |
spellingShingle |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems Gutiérrez Gaitán, Miguel Intertidal zone LoRa Overwater communications Path loss Propagation RF Tidal fading Two-ray model |
title_short |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems |
title_full |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems |
title_fullStr |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems |
title_full_unstemmed |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems |
title_sort |
Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems |
author |
Gutiérrez Gaitán, Miguel |
author_facet |
Gutiérrez Gaitán, Miguel D'Orey, Pedro Cecílio, José Rodrigues, Marta Santos, Pedro Miguel Pinto, Luis Oliveira, Anabela Casimiro, António Almeida, Luis |
author_role |
author |
author2 |
D'Orey, Pedro Cecílio, José Rodrigues, Marta Santos, Pedro Miguel Pinto, Luis Oliveira, Anabela Casimiro, António Almeida, Luis |
author2_role |
author author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Politécnico do Porto |
dc.contributor.author.fl_str_mv |
Gutiérrez Gaitán, Miguel D'Orey, Pedro Cecílio, José Rodrigues, Marta Santos, Pedro Miguel Pinto, Luis Oliveira, Anabela Casimiro, António Almeida, Luis |
dc.subject.por.fl_str_mv |
Intertidal zone LoRa Overwater communications Path loss Propagation RF Tidal fading Two-ray model |
topic |
Intertidal zone LoRa Overwater communications Path loss Propagation RF Tidal fading Two-ray model |
description |
Low-power wide-area networks are extending beyond the conventional terrestrial domain. Coastal zones, rivers, wetlands, among others, are nowadays common deployment settings for Internet-of-Things nodes where communication technologies such as LoRa are becoming popular. In this article, we investigate large-scale fading dynamics of LoRa line-of-sight links deployed over an estuary with characteristic intertidal zones, considering both shore-to-shore and shore-to-vessel communications. We propose a novel methodology for path loss prediction which captures i) spatial, ii) temporal and iii) physical features of the RF signal interaction with the environmental dynamics, integrating those features into the two-ray propagation model. To this purpose, we resort to precise hydrodynamic modeling of the estuary, including the specific terrain profile (bathymetry) at the reflection point. These aspects are key to accounting for a reflecting surface of varying altitude and permittivity as a function of the tide. Experimental measurements using LoRa devices operating in the 868~MHz band show major trends on the received signal power in agreement with the methodology's predictions. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-09-20T14:02:00Z 2022-09-06 2022-09-06T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.22/20888 |
url |
http://hdl.handle.net/10400.22/20888 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.1109/JSEN.2022.3205760 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799131497370746880 |