A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks

Channel assignment has become a critical configuration task in Wi-Fi networks due to the increasing number and density of devices which use the same frequency band in the radioelectric spectrum. There have been a number of research efforts that propose how to assign channels to the access points of...

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Main Authors: Jose Manuel Gimenez-Guzman, David Crespo-Sen, Ivan Marsa-Maestre
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Telecom
Subjects:
Online Access:https://www.mdpi.com/2673-4001/1/3/16
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spelling doaj-20d94789f7924b9586451062ca80b4be2020-12-01T00:00:28ZengMDPI AGTelecom2673-40012020-11-0111622824110.3390/telecom1030016A Cluster-Based Channel Assignment Technique in IEEE 802.11 NetworksJose Manuel Gimenez-Guzman0David Crespo-Sen1Ivan Marsa-Maestre2Departamento de Automática, Universidad de Alcalá, 28805 Alcalá de Henares, SpainDepartamento de Automática, Universidad de Alcalá, 28805 Alcalá de Henares, SpainDepartamento de Automática, Universidad de Alcalá, 28805 Alcalá de Henares, SpainChannel assignment has become a critical configuration task in Wi-Fi networks due to the increasing number and density of devices which use the same frequency band in the radioelectric spectrum. There have been a number of research efforts that propose how to assign channels to the access points of Wi-Fi networks. However, most of them ignore the effect of clients (also called stations or STAs) in channel assignment, instead focusing only on access points (APs). In this paper, we claim that considering STAs in the channel assignment procedure yields better solutions in comparison with those obtained when STAs are ignored. To evaluate this hypothesis we have proposed a heuristic technique that includes the effect of interferences produced by STAs. Results show that taking STAs into account clearly improves the performance of the solutions both in terms of the achieved utility and in terms of the variability of results. We believe that these results will be useful to the design of future channel assignment techniques which consider the effect of STAs.https://www.mdpi.com/2673-4001/1/3/16channel assignmentWi-Fi networksmultilayer graphs
collection DOAJ
language English
format Article
sources DOAJ
author Jose Manuel Gimenez-Guzman
David Crespo-Sen
Ivan Marsa-Maestre
spellingShingle Jose Manuel Gimenez-Guzman
David Crespo-Sen
Ivan Marsa-Maestre
A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks
Telecom
channel assignment
Wi-Fi networks
multilayer graphs
author_facet Jose Manuel Gimenez-Guzman
David Crespo-Sen
Ivan Marsa-Maestre
author_sort Jose Manuel Gimenez-Guzman
title A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks
title_short A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks
title_full A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks
title_fullStr A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks
title_full_unstemmed A Cluster-Based Channel Assignment Technique in IEEE 802.11 Networks
title_sort cluster-based channel assignment technique in ieee 802.11 networks
publisher MDPI AG
series Telecom
issn 2673-4001
publishDate 2020-11-01
description Channel assignment has become a critical configuration task in Wi-Fi networks due to the increasing number and density of devices which use the same frequency band in the radioelectric spectrum. There have been a number of research efforts that propose how to assign channels to the access points of Wi-Fi networks. However, most of them ignore the effect of clients (also called stations or STAs) in channel assignment, instead focusing only on access points (APs). In this paper, we claim that considering STAs in the channel assignment procedure yields better solutions in comparison with those obtained when STAs are ignored. To evaluate this hypothesis we have proposed a heuristic technique that includes the effect of interferences produced by STAs. Results show that taking STAs into account clearly improves the performance of the solutions both in terms of the achieved utility and in terms of the variability of results. We believe that these results will be useful to the design of future channel assignment techniques which consider the effect of STAs.
topic channel assignment
Wi-Fi networks
multilayer graphs
url https://www.mdpi.com/2673-4001/1/3/16
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