Cargando…

Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks

The recent Wi-Fi HaLow technology focuses on adopting Wi-Fi for the needs of the Internet of Things. A key feature of Wi-Fi HaLow is the Restricted Access Window (RAW) mechanism that allows an access point to divide the sensors into groups and to assign each group to an exclusively reserved time int...

Descripción completa

Detalles Bibliográficos
Autores principales: Bankov, Dmitry, Khorov, Evgeny, Lyakhov, Andrey, Famaey, Jeroen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273229/
https://www.ncbi.nlm.nih.gov/pubmed/32344902
http://dx.doi.org/10.3390/s20092449
_version_ 1783542359094460416
author Bankov, Dmitry
Khorov, Evgeny
Lyakhov, Andrey
Famaey, Jeroen
author_facet Bankov, Dmitry
Khorov, Evgeny
Lyakhov, Andrey
Famaey, Jeroen
author_sort Bankov, Dmitry
collection PubMed
description The recent Wi-Fi HaLow technology focuses on adopting Wi-Fi for the needs of the Internet of Things. A key feature of Wi-Fi HaLow is the Restricted Access Window (RAW) mechanism that allows an access point to divide the sensors into groups and to assign each group to an exclusively reserved time interval where only the stations of a particular group can transmit. In this work, we study how to optimally configure RAW in a scenario with a high number of energy harvesting sensor devices. For such a scenario, we consider a problem of device grouping and develop a model of data transmission, which takes into account the peculiarities of channel access and the fact that the devices can run out of energy within the allocated intervals. We show how to use the developed model in order to determine the optimal duration of RAW intervals and the optimal number of groups that provide the required probability of data delivery and minimize the amount of consumed channel resources. The numerical results show that the optimal RAW configuration can reduce the amount of consumed channel resources by almost 50%.
format Online
Article
Text
id pubmed-7273229
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-72732292020-06-19 Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks Bankov, Dmitry Khorov, Evgeny Lyakhov, Andrey Famaey, Jeroen Sensors (Basel) Article The recent Wi-Fi HaLow technology focuses on adopting Wi-Fi for the needs of the Internet of Things. A key feature of Wi-Fi HaLow is the Restricted Access Window (RAW) mechanism that allows an access point to divide the sensors into groups and to assign each group to an exclusively reserved time interval where only the stations of a particular group can transmit. In this work, we study how to optimally configure RAW in a scenario with a high number of energy harvesting sensor devices. For such a scenario, we consider a problem of device grouping and develop a model of data transmission, which takes into account the peculiarities of channel access and the fact that the devices can run out of energy within the allocated intervals. We show how to use the developed model in order to determine the optimal duration of RAW intervals and the optimal number of groups that provide the required probability of data delivery and minimize the amount of consumed channel resources. The numerical results show that the optimal RAW configuration can reduce the amount of consumed channel resources by almost 50%. MDPI 2020-04-25 /pmc/articles/PMC7273229/ /pubmed/32344902 http://dx.doi.org/10.3390/s20092449 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bankov, Dmitry
Khorov, Evgeny
Lyakhov, Andrey
Famaey, Jeroen
Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks
title Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks
title_full Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks
title_fullStr Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks
title_full_unstemmed Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks
title_short Resource Allocation for Machine-Type Communication of Energy-Harvesting Devices in Wi-Fi HaLow Networks
title_sort resource allocation for machine-type communication of energy-harvesting devices in wi-fi halow networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273229/
https://www.ncbi.nlm.nih.gov/pubmed/32344902
http://dx.doi.org/10.3390/s20092449
work_keys_str_mv AT bankovdmitry resourceallocationformachinetypecommunicationofenergyharvestingdevicesinwifihalownetworks
AT khorovevgeny resourceallocationformachinetypecommunicationofenergyharvestingdevicesinwifihalownetworks
AT lyakhovandrey resourceallocationformachinetypecommunicationofenergyharvestingdevicesinwifihalownetworks
AT famaeyjeroen resourceallocationformachinetypecommunicationofenergyharvestingdevicesinwifihalownetworks