A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity

Detalhes bibliográficos
Autor(a) principal: Rocha, David
Data de Publicação: 2023
Outros Autores: Teixeira, Gil, Vieira, Emanuel, Almeida, João, 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/10773/41077
Resumo: The growth of the automobile industry in recent decades and the overuse of personal vehicles have amplified problems directly related to road safety, such as the increase in traffic congestion and number of accidents, as well as the degradation of the quality of roads. At the same time, and with the contribution of climate change effects, dangerous weather events have become more common on road infrastructure. In this context, Cooperative Intelligent Transport Systems (C-ITS) and Internet of Things (IoT) solutions emerge to overcome the limitations of human and local sensory systems, through the collection and distribution of relevant data to Connected and Automated Vehicles (CAVs). In this paper, an intra- and inter-vehicle sensory data collection system is presented, starting with the acquisition of relevant data present on the Controller Area Network (CAN) bus, collected through the vehicle's On-Board-Diagnostics II (OBD-II) port, as well as on an on-board smartphone device and possibly other additional sensors. Short-range communication technologies, such as Bluetooth Low Energy (BLE), Wi-Fi, and ITS-G5, are employed in conjunction with long-range cellular networks for data dissemination and remote cloud monitoring. The results of the experimental tests allow the analysis of the road environment, as well as the notification in near real-time of adverse road conditions to drivers. The developed data collection system reveals itself as a potentially valuable tool for improving road safety and to iterate on the current Road Weather Models (RWMs).
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spelling A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivityCooperative intelligent transport systemsIn-vehicle sensor data collectionVehicular communications systemsMobile network technologiesThe growth of the automobile industry in recent decades and the overuse of personal vehicles have amplified problems directly related to road safety, such as the increase in traffic congestion and number of accidents, as well as the degradation of the quality of roads. At the same time, and with the contribution of climate change effects, dangerous weather events have become more common on road infrastructure. In this context, Cooperative Intelligent Transport Systems (C-ITS) and Internet of Things (IoT) solutions emerge to overcome the limitations of human and local sensory systems, through the collection and distribution of relevant data to Connected and Automated Vehicles (CAVs). In this paper, an intra- and inter-vehicle sensory data collection system is presented, starting with the acquisition of relevant data present on the Controller Area Network (CAN) bus, collected through the vehicle's On-Board-Diagnostics II (OBD-II) port, as well as on an on-board smartphone device and possibly other additional sensors. Short-range communication technologies, such as Bluetooth Low Energy (BLE), Wi-Fi, and ITS-G5, are employed in conjunction with long-range cellular networks for data dissemination and remote cloud monitoring. The results of the experimental tests allow the analysis of the road environment, as well as the notification in near real-time of adverse road conditions to drivers. The developed data collection system reveals itself as a potentially valuable tool for improving road safety and to iterate on the current Road Weather Models (RWMs).MDPI2024-03-14T10:19:05Z2023-02-03T00:00:00Z2023-02-03info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/41077eng10.3390/s23031724Rocha, DavidTeixeira, GilVieira, EmanuelAlmeida, JoãoFerreira, 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:RCAAP2024-03-18T01:49:09Zoai:ria.ua.pt:10773/41077Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T04:02:11.488233Repositório 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 A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
title A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
spellingShingle A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
Rocha, David
Cooperative intelligent transport systems
In-vehicle sensor data collection
Vehicular communications systems
Mobile network technologies
title_short A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
title_full A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
title_fullStr A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
title_full_unstemmed A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
title_sort A modular in-vehicle C-ITS architecture for sensor data collection, vehicular communications and cloud connectivity
author Rocha, David
author_facet Rocha, David
Teixeira, Gil
Vieira, Emanuel
Almeida, João
Ferreira, Joaquim
author_role author
author2 Teixeira, Gil
Vieira, Emanuel
Almeida, João
Ferreira, Joaquim
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Rocha, David
Teixeira, Gil
Vieira, Emanuel
Almeida, João
Ferreira, Joaquim
dc.subject.por.fl_str_mv Cooperative intelligent transport systems
In-vehicle sensor data collection
Vehicular communications systems
Mobile network technologies
topic Cooperative intelligent transport systems
In-vehicle sensor data collection
Vehicular communications systems
Mobile network technologies
description The growth of the automobile industry in recent decades and the overuse of personal vehicles have amplified problems directly related to road safety, such as the increase in traffic congestion and number of accidents, as well as the degradation of the quality of roads. At the same time, and with the contribution of climate change effects, dangerous weather events have become more common on road infrastructure. In this context, Cooperative Intelligent Transport Systems (C-ITS) and Internet of Things (IoT) solutions emerge to overcome the limitations of human and local sensory systems, through the collection and distribution of relevant data to Connected and Automated Vehicles (CAVs). In this paper, an intra- and inter-vehicle sensory data collection system is presented, starting with the acquisition of relevant data present on the Controller Area Network (CAN) bus, collected through the vehicle's On-Board-Diagnostics II (OBD-II) port, as well as on an on-board smartphone device and possibly other additional sensors. Short-range communication technologies, such as Bluetooth Low Energy (BLE), Wi-Fi, and ITS-G5, are employed in conjunction with long-range cellular networks for data dissemination and remote cloud monitoring. The results of the experimental tests allow the analysis of the road environment, as well as the notification in near real-time of adverse road conditions to drivers. The developed data collection system reveals itself as a potentially valuable tool for improving road safety and to iterate on the current Road Weather Models (RWMs).
publishDate 2023
dc.date.none.fl_str_mv 2023-02-03T00:00:00Z
2023-02-03
2024-03-14T10:19:05Z
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/10773/41077
url http://hdl.handle.net/10773/41077
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/s23031724
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dc.publisher.none.fl_str_mv MDPI
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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
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