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Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks

It has been demonstrated that LoRa-based wide area networks (WANs) can cover extended areas under harsh propagation conditions. Traditional LoRaWAN solutions based on single-hop access face important drawbacks related to the presence of blind spots. This paper aims to tackle blind spots and performa...

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Autores principales: Iglesias-Rivera, Alejandro, Van Glabbeek, Roald, Guerra, Erik Ortiz, Braeken, An, Steenhaut, Kris, Cruz-Enriquez, Hector
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954544/
https://www.ncbi.nlm.nih.gov/pubmed/35336424
http://dx.doi.org/10.3390/s22062253
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author Iglesias-Rivera, Alejandro
Van Glabbeek, Roald
Guerra, Erik Ortiz
Braeken, An
Steenhaut, Kris
Cruz-Enriquez, Hector
author_facet Iglesias-Rivera, Alejandro
Van Glabbeek, Roald
Guerra, Erik Ortiz
Braeken, An
Steenhaut, Kris
Cruz-Enriquez, Hector
author_sort Iglesias-Rivera, Alejandro
collection PubMed
description It has been demonstrated that LoRa-based wide area networks (WANs) can cover extended areas under harsh propagation conditions. Traditional LoRaWAN solutions based on single-hop access face important drawbacks related to the presence of blind spots. This paper aims to tackle blind spots and performance issues by using a relaying approach. Many researchers investigating multi-hop solutions consider a fixed spreading factor (SF). This simplifies synchronization and association processes, but does not take advantage of the orthogonality between the virtual channels (i.e., frequency, SF) that help to mitigate blind spots. This paper proposes a time-slotted spreading factor hopping (TSSFH) mechanism that combines virtual channels and time slots into a frame structure. Pseudo-random scheduling is used inside blind spots, which simplifies the end-devices’ communication process and network organization. The results show how collisions decrease inside blind spots when more communication opportunities become available as more relaying nodes can be listening in different cells (i.e., frequency, SF-offset, time-offset). This has a direct impact on the collision-free packet delivery ratio (PDR) metric, which improves when more listening windows are opened, at the expense of faster battery depletion.
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spelling pubmed-89545442022-03-26 Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks Iglesias-Rivera, Alejandro Van Glabbeek, Roald Guerra, Erik Ortiz Braeken, An Steenhaut, Kris Cruz-Enriquez, Hector Sensors (Basel) Article It has been demonstrated that LoRa-based wide area networks (WANs) can cover extended areas under harsh propagation conditions. Traditional LoRaWAN solutions based on single-hop access face important drawbacks related to the presence of blind spots. This paper aims to tackle blind spots and performance issues by using a relaying approach. Many researchers investigating multi-hop solutions consider a fixed spreading factor (SF). This simplifies synchronization and association processes, but does not take advantage of the orthogonality between the virtual channels (i.e., frequency, SF) that help to mitigate blind spots. This paper proposes a time-slotted spreading factor hopping (TSSFH) mechanism that combines virtual channels and time slots into a frame structure. Pseudo-random scheduling is used inside blind spots, which simplifies the end-devices’ communication process and network organization. The results show how collisions decrease inside blind spots when more communication opportunities become available as more relaying nodes can be listening in different cells (i.e., frequency, SF-offset, time-offset). This has a direct impact on the collision-free packet delivery ratio (PDR) metric, which improves when more listening windows are opened, at the expense of faster battery depletion. MDPI 2022-03-14 /pmc/articles/PMC8954544/ /pubmed/35336424 http://dx.doi.org/10.3390/s22062253 Text en © 2022 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
Iglesias-Rivera, Alejandro
Van Glabbeek, Roald
Guerra, Erik Ortiz
Braeken, An
Steenhaut, Kris
Cruz-Enriquez, Hector
Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks
title Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks
title_full Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks
title_fullStr Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks
title_full_unstemmed Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks
title_short Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks
title_sort time-slotted spreading factor hopping for mitigating blind spots in lora-based networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954544/
https://www.ncbi.nlm.nih.gov/pubmed/35336424
http://dx.doi.org/10.3390/s22062253
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