Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds

Detalhes bibliográficos
Autor(a) principal: Vasconcelos Filho, Ênio
Data de Publicação: 2022
Outros Autores: Santos, Pedro Miguel, Severino, Ricardo, Koubaa, Anis, Tovar, Eduardo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/20425
Resumo: Cooperative Vehicular Platooning (Co-VP) is one of the most prominent and challenging applications of Intelligent Traffic Systems. To support such vehicular communications, the ETSI ITS G5 standard specifies event-based communication profiles, triggered by kinematic parameters such as speed. The standard defines a set of threshold values for such triggers but no careful assessment in realistic platooning scenarios has been done to confirm the suitability of such values. In this work, we investigate the safety and performance limitations of such parameters in a realistic platooning co-simulation environment. We then propose more conservative threshold values, that we formalize as a new profile, and evaluate their impact in the longitudinal and lateral behaviour of a vehicular platoon as it carries out complex driving scenarios. Furthermore, we analyze the overhead introduced in the network by applying the new threshold values. We conclude that a pro-active message transmission scheme leads to improved platoon performance for highway scenarios, notably an increase greater than 40% in the longitudinal performance of the platoon, while not incurring in a significant network overhead. The obtained results also demonstrated an improved platoon performance for semi-urban scenarios, including obstacles and curves, where the heading error decreases in 26%, with slight network overhead.
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spelling Improving the Performance of Cooperative Platooning with Restricted Message Trigger ThresholdsCooperative awareness messagesCooperative vehicular platooningETSI ITS-G5SafetyVehicular networksCooperative Vehicular Platooning (Co-VP) is one of the most prominent and challenging applications of Intelligent Traffic Systems. To support such vehicular communications, the ETSI ITS G5 standard specifies event-based communication profiles, triggered by kinematic parameters such as speed. The standard defines a set of threshold values for such triggers but no careful assessment in realistic platooning scenarios has been done to confirm the suitability of such values. In this work, we investigate the safety and performance limitations of such parameters in a realistic platooning co-simulation environment. We then propose more conservative threshold values, that we formalize as a new profile, and evaluate their impact in the longitudinal and lateral behaviour of a vehicular platoon as it carries out complex driving scenarios. Furthermore, we analyze the overhead introduced in the network by applying the new threshold values. We conclude that a pro-active message transmission scheme leads to improved platoon performance for highway scenarios, notably an increase greater than 40% in the longitudinal performance of the platoon, while not incurring in a significant network overhead. The obtained results also demonstrated an improved platoon performance for semi-urban scenarios, including obstacles and curves, where the heading error decreases in 26%, with slight network overhead.Repositório Científico do Instituto Politécnico do PortoVasconcelos Filho, ÊnioSantos, Pedro MiguelSeverino, RicardoKoubaa, AnisTovar, Eduardo2022-05-02T13:27:33Z2022-04-262022-04-26T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdftext/plain; charset=utf-8http://hdl.handle.net/10400.22/20425eng10.1109/ACCESS.2022.3169415info: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:RCAAP2023-03-13T13:15:56Zoai:recipp.ipp.pt:10400.22/20425Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:40:30.586237Repositório 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 Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
title Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
spellingShingle Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
Vasconcelos Filho, Ênio
Cooperative awareness messages
Cooperative vehicular platooning
ETSI ITS-G5
Safety
Vehicular networks
title_short Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
title_full Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
title_fullStr Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
title_full_unstemmed Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
title_sort Improving the Performance of Cooperative Platooning with Restricted Message Trigger Thresholds
author Vasconcelos Filho, Ênio
author_facet Vasconcelos Filho, Ênio
Santos, Pedro Miguel
Severino, Ricardo
Koubaa, Anis
Tovar, Eduardo
author_role author
author2 Santos, Pedro Miguel
Severino, Ricardo
Koubaa, Anis
Tovar, Eduardo
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 Vasconcelos Filho, Ênio
Santos, Pedro Miguel
Severino, Ricardo
Koubaa, Anis
Tovar, Eduardo
dc.subject.por.fl_str_mv Cooperative awareness messages
Cooperative vehicular platooning
ETSI ITS-G5
Safety
Vehicular networks
topic Cooperative awareness messages
Cooperative vehicular platooning
ETSI ITS-G5
Safety
Vehicular networks
description Cooperative Vehicular Platooning (Co-VP) is one of the most prominent and challenging applications of Intelligent Traffic Systems. To support such vehicular communications, the ETSI ITS G5 standard specifies event-based communication profiles, triggered by kinematic parameters such as speed. The standard defines a set of threshold values for such triggers but no careful assessment in realistic platooning scenarios has been done to confirm the suitability of such values. In this work, we investigate the safety and performance limitations of such parameters in a realistic platooning co-simulation environment. We then propose more conservative threshold values, that we formalize as a new profile, and evaluate their impact in the longitudinal and lateral behaviour of a vehicular platoon as it carries out complex driving scenarios. Furthermore, we analyze the overhead introduced in the network by applying the new threshold values. We conclude that a pro-active message transmission scheme leads to improved platoon performance for highway scenarios, notably an increase greater than 40% in the longitudinal performance of the platoon, while not incurring in a significant network overhead. The obtained results also demonstrated an improved platoon performance for semi-urban scenarios, including obstacles and curves, where the heading error decreases in 26%, with slight network overhead.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-02T13:27:33Z
2022-04-26
2022-04-26T00:00:00Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/20425
url http://hdl.handle.net/10400.22/20425
dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv 10.1109/ACCESS.2022.3169415
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