Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment

Detalhes bibliográficos
Autor(a) principal: Kurunathan, John Harrison
Data de Publicação: 2023
Outros Autores: Santos, José, Moreira, Duarte, Santos, Pedro 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/10400.22/23194
Resumo: The domain of Intelligent Transportation Systems (ITS) is becoming a key candidate to enable safer and efficient mobility in IoT enabled smart cities. Several recent research in cooperative autonomous systems are conducted over simulation frameworks as real experiments are still too costly. In this paper, we present a platooning robotic test-bed platform with a 1/10 scale robotic vehicles that functions based on the input front commercially off the shelf technologies (COTS) such as Lidars and cameras. We also present an in-depth analysis of the functionalities and architecture of the proposed system. We also compare the performance of the aforementioned sensors in some real-life emulated scenarios. From our results, we were able to concur that the camera based platooning is able to perform well at partially observable scenarios than its counterpart.
id RCAP_c30614d2dc16e44c8201210d51e9a35c
oai_identifier_str oai:recipp.ipp.pt:10400.22/23194
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment230402Intelligent transportation systemsPlatooningIoTThe domain of Intelligent Transportation Systems (ITS) is becoming a key candidate to enable safer and efficient mobility in IoT enabled smart cities. Several recent research in cooperative autonomous systems are conducted over simulation frameworks as real experiments are still too costly. In this paper, we present a platooning robotic test-bed platform with a 1/10 scale robotic vehicles that functions based on the input front commercially off the shelf technologies (COTS) such as Lidars and cameras. We also present an in-depth analysis of the functionalities and architecture of the proposed system. We also compare the performance of the aforementioned sensors in some real-life emulated scenarios. From our results, we were able to concur that the camera based platooning is able to perform well at partially observable scenarios than its counterpart.This work was supported by National Funds through FCT/MCTES (Portuguese Foundation for Science and Technology), within the CISTER Research Unit (UIDP/UIDB/04234/2020); by the European Regional Development Fund (ERDF) through the Operational Competitiveness Programme and Internationalization (COMPETE 2020) under the PT2020 Partnership Agreement and the Portuguese Foundation for Science and Technology (FCT) and the Portuguese National Innovation Agency (ANI), under the CMU Portugal partnership, within project POCI-01- 0247-FEDER-045912 (FLOYD); by ERDF through the Norte Portugal Regional Operational Programme (NORTE 2020), under the PORTUGAL 2020 Partnership Agreement, within project NORTE-01-0145-FEDER-000062 (RETINA); and by FCT and the EU ECSEL JU under the H2020 Framework Programme, within project ECSEL/0010/2019, JU grant nr. 876019 (ADACORSA). The JU receives support from the European Union’s Horizon 2020 research and innovation programme and Germany, Netherlands, Austria, France, Sweden, Cyprus, Greece, Lithuania, Portugal, Italy, Finland, Turkey. The ECSEL JU and the European Commission are not responsible for the content on this paper or any use that may be made of the information it contains.Repositório Científico do Instituto Politécnico do PortoKurunathan, John HarrisonSantos, JoséMoreira, DuarteSantos, Pedro Miguel2023-06-122035-01-01T00:00:00Z2023-06-12T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/23194engmetadata only accessinfo: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:RCAAP2023-07-12T01:45:45Zoai:recipp.ipp.pt:10400.22/23194Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:04:48.091675Repositório 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 Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
230402
title Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
spellingShingle Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
Kurunathan, John Harrison
Intelligent transportation systems
Platooning
IoT
title_short Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
title_full Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
title_fullStr Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
title_full_unstemmed Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
title_sort Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment
author Kurunathan, John Harrison
author_facet Kurunathan, John Harrison
Santos, José
Moreira, Duarte
Santos, Pedro Miguel
author_role author
author2 Santos, José
Moreira, Duarte
Santos, Pedro Miguel
author2_role author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Kurunathan, John Harrison
Santos, José
Moreira, Duarte
Santos, Pedro Miguel
dc.subject.por.fl_str_mv Intelligent transportation systems
Platooning
IoT
topic Intelligent transportation systems
Platooning
IoT
description The domain of Intelligent Transportation Systems (ITS) is becoming a key candidate to enable safer and efficient mobility in IoT enabled smart cities. Several recent research in cooperative autonomous systems are conducted over simulation frameworks as real experiments are still too costly. In this paper, we present a platooning robotic test-bed platform with a 1/10 scale robotic vehicles that functions based on the input front commercially off the shelf technologies (COTS) such as Lidars and cameras. We also present an in-depth analysis of the functionalities and architecture of the proposed system. We also compare the performance of the aforementioned sensors in some real-life emulated scenarios. From our results, we were able to concur that the camera based platooning is able to perform well at partially observable scenarios than its counterpart.
publishDate 2023
dc.date.none.fl_str_mv 2023-06-12
2023-06-12T00:00:00Z
2035-01-01T00:00:00Z
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/10400.22/23194
url http://hdl.handle.net/10400.22/23194
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv metadata only access
info:eu-repo/semantics/openAccess
rights_invalid_str_mv metadata only access
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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
repository.mail.fl_str_mv
_version_ 1799131710650056704