5G network as key-enabler for vehicular platooning

Detalhes bibliográficos
Autor(a) principal: Duarte, Roberto
Data de Publicação: 2023
Outros Autores: Robles, Ramiro, Mendes, Bruno, Javanmardi, Gowhar, Gutiérrez Gaitán, Miguel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/23829
Resumo: The future of goods transportation will rely on increased efficiency, lower risks, and diminished delays through the use of vehicle platoons that benefit from vehicular connectivity using V2X (Vehicle to Everything) applications. This article describes a system that offers the aforementioned vehicular connectivity to platoons, based on AI-enhanced 5G for resource allocation in wireless platoon intra-communications under three scenarios (latency emergency braking, platoon wireless resource management in tunnels, V2X communications interference in a traffic congestion). Demos are described for each of the scenarios, targeting different layers, starting by the PHY (physical) layer where propagation models are implemented, then a simulation-based MAC (medium access control) layer that allows the allocation of resources to the connected User Equipments (UE) and finally a management and orchestration layer capable of monitoring and managing the radio network, offering features such as network slicing management using O-RAN (Open Radio Access Network) standards.
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spelling 5G network as key-enabler for vehicular platooning2309035GV2XPlatoonPropagation modelThe future of goods transportation will rely on increased efficiency, lower risks, and diminished delays through the use of vehicle platoons that benefit from vehicular connectivity using V2X (Vehicle to Everything) applications. This article describes a system that offers the aforementioned vehicular connectivity to platoons, based on AI-enhanced 5G for resource allocation in wireless platoon intra-communications under three scenarios (latency emergency braking, platoon wireless resource management in tunnels, V2X communications interference in a traffic congestion). Demos are described for each of the scenarios, targeting different layers, starting by the PHY (physical) layer where propagation models are implemented, then a simulation-based MAC (medium access control) layer that allows the allocation of resources to the connected User Equipments (UE) and finally a management and orchestration layer capable of monitoring and managing the radio network, offering features such as network slicing management using O-RAN (Open Radio Access Network) standards.IEEERepositório Científico do Instituto Politécnico do PortoDuarte, RobertoRobles, RamiroMendes, BrunoJavanmardi, GowharGutiérrez Gaitán, Miguel2023-11-03T10:09:22Z2023-09-112023-09-11T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/23829eng10.1109/SECON58729.2023.10287431info: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:RCAAP2023-11-08T01:46:35Zoai:recipp.ipp.pt:10400.22/23829Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:26:55.020964Repositório 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 5G network as key-enabler for vehicular platooning
230903
title 5G network as key-enabler for vehicular platooning
spellingShingle 5G network as key-enabler for vehicular platooning
Duarte, Roberto
5G
V2X
Platoon
Propagation model
title_short 5G network as key-enabler for vehicular platooning
title_full 5G network as key-enabler for vehicular platooning
title_fullStr 5G network as key-enabler for vehicular platooning
title_full_unstemmed 5G network as key-enabler for vehicular platooning
title_sort 5G network as key-enabler for vehicular platooning
author Duarte, Roberto
author_facet Duarte, Roberto
Robles, Ramiro
Mendes, Bruno
Javanmardi, Gowhar
Gutiérrez Gaitán, Miguel
author_role author
author2 Robles, Ramiro
Mendes, Bruno
Javanmardi, Gowhar
Gutiérrez Gaitán, Miguel
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Duarte, Roberto
Robles, Ramiro
Mendes, Bruno
Javanmardi, Gowhar
Gutiérrez Gaitán, Miguel
dc.subject.por.fl_str_mv 5G
V2X
Platoon
Propagation model
topic 5G
V2X
Platoon
Propagation model
description The future of goods transportation will rely on increased efficiency, lower risks, and diminished delays through the use of vehicle platoons that benefit from vehicular connectivity using V2X (Vehicle to Everything) applications. This article describes a system that offers the aforementioned vehicular connectivity to platoons, based on AI-enhanced 5G for resource allocation in wireless platoon intra-communications under three scenarios (latency emergency braking, platoon wireless resource management in tunnels, V2X communications interference in a traffic congestion). Demos are described for each of the scenarios, targeting different layers, starting by the PHY (physical) layer where propagation models are implemented, then a simulation-based MAC (medium access control) layer that allows the allocation of resources to the connected User Equipments (UE) and finally a management and orchestration layer capable of monitoring and managing the radio network, offering features such as network slicing management using O-RAN (Open Radio Access Network) standards.
publishDate 2023
dc.date.none.fl_str_mv 2023-11-03T10:09:22Z
2023-09-11
2023-09-11T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/23829
url http://hdl.handle.net/10400.22/23829
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1109/SECON58729.2023.10287431
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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