Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks

Detalhes bibliográficos
Autor(a) principal: Gutiérrez Gaitán, Miguel
Data de Publicação: 2022
Outros Autores: D'Orey, Pedro, Santos, Pedro M., Almeida, Luis
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/20697
Resumo: This research proposes a novel minimal-overlap centrality-driven gateway designation method for real-time wireless sensor networks (WSNs). The goal is to enhance network schedulability by design, particularly, by exploiting the relationship between path node-overlaps and gateway designation. To this aim, we define a new metric termed minimal-overlap network centrality which characterizes the overall overlapping degree between all the active flows in the network when a given node is selected as gateway. The metric is then used to designate as gateway the node which produces the least overall number of path overlaps. For the purposes of evaluation, we assume a time-synchronized channel-hopping (TSCH) WSN under centralized earliest-deadline-first (EDF) scheduling and shortest-path routing. The assessment of the WSN traffic schedulability suggests our approach is dominant over classical network centrality metrics, namely, eigenvector, closeness, betweenness, and degree. Notably, it achieves up to 50% better schedulability than a degree centrality benchmark.
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spelling Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks220604CentralityNetwork designTSCHWSNThis research proposes a novel minimal-overlap centrality-driven gateway designation method for real-time wireless sensor networks (WSNs). The goal is to enhance network schedulability by design, particularly, by exploiting the relationship between path node-overlaps and gateway designation. To this aim, we define a new metric termed minimal-overlap network centrality which characterizes the overall overlapping degree between all the active flows in the network when a given node is selected as gateway. The metric is then used to designate as gateway the node which produces the least overall number of path overlaps. For the purposes of evaluation, we assume a time-synchronized channel-hopping (TSCH) WSN under centralized earliest-deadline-first (EDF) scheduling and shortest-path routing. The assessment of the WSN traffic schedulability suggests our approach is dominant over classical network centrality metrics, namely, eigenvector, closeness, betweenness, and degree. Notably, it achieves up to 50% better schedulability than a degree centrality benchmark.This work was partially supported by National Funds through FCT/MCTES (Portuguese Foundation for Science and Technology), within the CISTER Research Unit (UIDB/04234/2020); by the Operational Competitiveness Programme and Internationalization (COMPETE 2020) under the PT2020 Agreement, through the European Regional Development Fund (ERDF); also by FCT and the ESF (European Social Fund) through the Regional Operational Programme (ROP) Norte 2020, under PhD grant 2020.06685.BDRepositório Científico do Instituto Politécnico do PortoGutiérrez Gaitán, MiguelD'Orey, PedroSantos, Pedro M.Almeida, Luis2022-07-20T09:40:44Z2022-07-142022-07-14T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/20697enginfo: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:RCAAP2023-03-13T13:16:08Zoai:recipp.ipp.pt:10400.22/20697Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:40:40.224387Repositório 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 Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
220604
title Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
spellingShingle Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
Gutiérrez Gaitán, Miguel
Centrality
Network design
TSCH
WSN
title_short Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
title_full Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
title_fullStr Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
title_full_unstemmed Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
title_sort Minimal-Overlap Centrality-Driven Gateway Designation for Real-Time TSCH Networks
author Gutiérrez Gaitán, Miguel
author_facet Gutiérrez Gaitán, Miguel
D'Orey, Pedro
Santos, Pedro M.
Almeida, Luis
author_role author
author2 D'Orey, Pedro
Santos, Pedro M.
Almeida, Luis
author2_role 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
Santos, Pedro M.
Almeida, Luis
dc.subject.por.fl_str_mv Centrality
Network design
TSCH
WSN
topic Centrality
Network design
TSCH
WSN
description This research proposes a novel minimal-overlap centrality-driven gateway designation method for real-time wireless sensor networks (WSNs). The goal is to enhance network schedulability by design, particularly, by exploiting the relationship between path node-overlaps and gateway designation. To this aim, we define a new metric termed minimal-overlap network centrality which characterizes the overall overlapping degree between all the active flows in the network when a given node is selected as gateway. The metric is then used to designate as gateway the node which produces the least overall number of path overlaps. For the purposes of evaluation, we assume a time-synchronized channel-hopping (TSCH) WSN under centralized earliest-deadline-first (EDF) scheduling and shortest-path routing. The assessment of the WSN traffic schedulability suggests our approach is dominant over classical network centrality metrics, namely, eigenvector, closeness, betweenness, and degree. Notably, it achieves up to 50% better schedulability than a degree centrality benchmark.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-20T09:40:44Z
2022-07-14
2022-07-14T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/20697
url http://hdl.handle.net/10400.22/20697
dc.language.iso.fl_str_mv eng
language eng
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instacron:RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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