Performance assessment of Collective Perception Service supported by the roadside infrastructure

Detalhes bibliográficos
Autor(a) principal: Correia, Marco
Data de Publicação: 2022
Outros Autores: Almeida, João, Bartolomeu, Paulo C., Fonseca, José A., Ferreira, Joaquim
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/41070
Resumo: To mitigate road-related problems such as safety and traffic congestion, the evolution towards cooperative communicating technologies and autonomous systems is considered a solution to overcome human physical limitations and the limited perception horizon of on-board sensors. This paper describes the implementation of the Collective Perception Service (CPS) in a real road infrastructure with the goal of providing information to automated vehicles and to a central road operator. The Collective Perception Messages are built by retrieving information from traffic classification radars for local dissemination using ITS-G5 radio technology and for broader access by disseminating the messages into a central entity. The service is improved by applying some rules for optimizing the message dissemination in order to increase radio channel efficiency. The results of the experimental tests showed that the end-to-end delay between the production event of the Collective Perception Message (CPM) and the reception by other ITS stations is within the boundaries defined by ETSI standards. Moreover, the algorithm for message dissemination also shows improvement in the radio channel efficiency by limiting the number of objects disseminated by CPM messages. The developed Collective Perception Service and the road infrastructure are, therefore, a valuable asset to provide useful information for increasing road safety and fostering the deployment of Cooperative, Connected and Automated Mobility (CCAM) applications.
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spelling Performance assessment of Collective Perception Service supported by the roadside infrastructureCooperative connected and automated mobilityRoadside infrastructureVehicular communicationsCollective perceptionITS-G5Traffic radarCellular communicationsTo mitigate road-related problems such as safety and traffic congestion, the evolution towards cooperative communicating technologies and autonomous systems is considered a solution to overcome human physical limitations and the limited perception horizon of on-board sensors. This paper describes the implementation of the Collective Perception Service (CPS) in a real road infrastructure with the goal of providing information to automated vehicles and to a central road operator. The Collective Perception Messages are built by retrieving information from traffic classification radars for local dissemination using ITS-G5 radio technology and for broader access by disseminating the messages into a central entity. The service is improved by applying some rules for optimizing the message dissemination in order to increase radio channel efficiency. The results of the experimental tests showed that the end-to-end delay between the production event of the Collective Perception Message (CPM) and the reception by other ITS stations is within the boundaries defined by ETSI standards. Moreover, the algorithm for message dissemination also shows improvement in the radio channel efficiency by limiting the number of objects disseminated by CPM messages. The developed Collective Perception Service and the road infrastructure are, therefore, a valuable asset to provide useful information for increasing road safety and fostering the deployment of Cooperative, Connected and Automated Mobility (CCAM) applications.MDPI2024-03-13T15:56:51Z2022-01-01T00:00:00Z2022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/41070eng10.3390/electronics11030347Correia, MarcoAlmeida, JoãoBartolomeu, Paulo C.Fonseca, José A.Ferreira, Joaquiminfo: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:RCAAP2024-03-18T01:49:07Zoai:ria.ua.pt:10773/41070Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T04:02:11.340868Repositório 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 Performance assessment of Collective Perception Service supported by the roadside infrastructure
title Performance assessment of Collective Perception Service supported by the roadside infrastructure
spellingShingle Performance assessment of Collective Perception Service supported by the roadside infrastructure
Correia, Marco
Cooperative connected and automated mobility
Roadside infrastructure
Vehicular communications
Collective perception
ITS-G5
Traffic radar
Cellular communications
title_short Performance assessment of Collective Perception Service supported by the roadside infrastructure
title_full Performance assessment of Collective Perception Service supported by the roadside infrastructure
title_fullStr Performance assessment of Collective Perception Service supported by the roadside infrastructure
title_full_unstemmed Performance assessment of Collective Perception Service supported by the roadside infrastructure
title_sort Performance assessment of Collective Perception Service supported by the roadside infrastructure
author Correia, Marco
author_facet Correia, Marco
Almeida, João
Bartolomeu, Paulo C.
Fonseca, José A.
Ferreira, Joaquim
author_role author
author2 Almeida, João
Bartolomeu, Paulo C.
Fonseca, José A.
Ferreira, Joaquim
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Correia, Marco
Almeida, João
Bartolomeu, Paulo C.
Fonseca, José A.
Ferreira, Joaquim
dc.subject.por.fl_str_mv Cooperative connected and automated mobility
Roadside infrastructure
Vehicular communications
Collective perception
ITS-G5
Traffic radar
Cellular communications
topic Cooperative connected and automated mobility
Roadside infrastructure
Vehicular communications
Collective perception
ITS-G5
Traffic radar
Cellular communications
description To mitigate road-related problems such as safety and traffic congestion, the evolution towards cooperative communicating technologies and autonomous systems is considered a solution to overcome human physical limitations and the limited perception horizon of on-board sensors. This paper describes the implementation of the Collective Perception Service (CPS) in a real road infrastructure with the goal of providing information to automated vehicles and to a central road operator. The Collective Perception Messages are built by retrieving information from traffic classification radars for local dissemination using ITS-G5 radio technology and for broader access by disseminating the messages into a central entity. The service is improved by applying some rules for optimizing the message dissemination in order to increase radio channel efficiency. The results of the experimental tests showed that the end-to-end delay between the production event of the Collective Perception Message (CPM) and the reception by other ITS stations is within the boundaries defined by ETSI standards. Moreover, the algorithm for message dissemination also shows improvement in the radio channel efficiency by limiting the number of objects disseminated by CPM messages. The developed Collective Perception Service and the road infrastructure are, therefore, a valuable asset to provide useful information for increasing road safety and fostering the deployment of Cooperative, Connected and Automated Mobility (CCAM) applications.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-01T00:00:00Z
2022
2024-03-13T15:56:51Z
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/10773/41070
url http://hdl.handle.net/10773/41070
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/electronics11030347
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv MDPI
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
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