Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer

Detalhes bibliográficos
Autor(a) principal: Nouri, Nabil Abdelkader
Data de Publicação: 2023
Outros Autores: Naouri, Abdenacer, Dhelim, Sahraoui
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Engenharia Química e Química
Texto Completo: https://periodicos.ufv.br/jcec/article/view/15920
Resumo: Various ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. The present paper presents an Accurate Localization Scheme that utilizes Grey Wolf Optimization (GWO) and is based on the Radio Signal Strength (RSS) ranging technique. The efficiency of our technique has been proved through extensive simulations, showing a consistent improvement in localization accuracy ratios and a decrease in location errors while maintaining cost-effectiveness.
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spelling Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizerSensorslocalizationRSSVarious ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. The present paper presents an Accurate Localization Scheme that utilizes Grey Wolf Optimization (GWO) and is based on the Radio Signal Strength (RSS) ranging technique. The efficiency of our technique has been proved through extensive simulations, showing a consistent improvement in localization accuracy ratios and a decrease in location errors while maintaining cost-effectiveness. Universidade Federal de Viçosa - UFV2023-06-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufv.br/jcec/article/view/1592010.18540/jcecvl9iss4pp15920-01eThe Journal of Engineering and Exact Sciences; Vol. 9 No. 4 (2023); 15920-01eThe Journal of Engineering and Exact Sciences; Vol. 9 Núm. 4 (2023); 15920-01eThe Journal of Engineering and Exact Sciences; v. 9 n. 4 (2023); 15920-01e2527-1075reponame:Revista de Engenharia Química e Químicainstname:Universidade Federal de Viçosa (UFV)instacron:UFVenghttps://periodicos.ufv.br/jcec/article/view/15920/7997Copyright (c) 2023 The Journal of Engineering and Exact Scienceshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessNouri, Nabil AbdelkaderNaouri, AbdenacerDhelim, Sahraoui2023-06-17T11:53:52Zoai:ojs.periodicos.ufv.br:article/15920Revistahttp://www.seer.ufv.br/seer/rbeq2/index.php/req2/indexONGhttps://periodicos.ufv.br/jcec/oaijcec.journal@ufv.br||req2@ufv.br2446-94162446-9416opendoar:2023-06-17T11:53:52Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)false
dc.title.none.fl_str_mv Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
spellingShingle Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
Nouri, Nabil Abdelkader
Sensors
localization
RSS
title_short Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_full Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_fullStr Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_full_unstemmed Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_sort Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
author Nouri, Nabil Abdelkader
author_facet Nouri, Nabil Abdelkader
Naouri, Abdenacer
Dhelim, Sahraoui
author_role author
author2 Naouri, Abdenacer
Dhelim, Sahraoui
author2_role author
author
dc.contributor.author.fl_str_mv Nouri, Nabil Abdelkader
Naouri, Abdenacer
Dhelim, Sahraoui
dc.subject.por.fl_str_mv Sensors
localization
RSS
topic Sensors
localization
RSS
description Various ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. The present paper presents an Accurate Localization Scheme that utilizes Grey Wolf Optimization (GWO) and is based on the Radio Signal Strength (RSS) ranging technique. The efficiency of our technique has been proved through extensive simulations, showing a consistent improvement in localization accuracy ratios and a decrease in location errors while maintaining cost-effectiveness.
publishDate 2023
dc.date.none.fl_str_mv 2023-06-08
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufv.br/jcec/article/view/15920
10.18540/jcecvl9iss4pp15920-01e
url https://periodicos.ufv.br/jcec/article/view/15920
identifier_str_mv 10.18540/jcecvl9iss4pp15920-01e
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.ufv.br/jcec/article/view/15920/7997
dc.rights.driver.fl_str_mv Copyright (c) 2023 The Journal of Engineering and Exact Sciences
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 The Journal of Engineering and Exact Sciences
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
dc.source.none.fl_str_mv The Journal of Engineering and Exact Sciences; Vol. 9 No. 4 (2023); 15920-01e
The Journal of Engineering and Exact Sciences; Vol. 9 Núm. 4 (2023); 15920-01e
The Journal of Engineering and Exact Sciences; v. 9 n. 4 (2023); 15920-01e
2527-1075
reponame:Revista de Engenharia Química e Química
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str Revista de Engenharia Química e Química
collection Revista de Engenharia Química e Química
repository.name.fl_str_mv Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv jcec.journal@ufv.br||req2@ufv.br
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