Urban traffic simulation using mobility patterns synthesized from real sensors

Detalhes bibliográficos
Autor(a) principal: Gonçalves, Fábio Raul Costa
Data de Publicação: 2023
Outros Autores: Silva, Gonçalo O., Santos, Alexandre, Rocha, Ana Maria A. C., Peixoto, Hugo, Durães, Dalila, Machado, José Manuel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/88935
Resumo: Data Availability Statement: The data presented in this study are openly available in Zenodo at 10.5281/zenodo.7997433 and were produced using the code available at https://github.com/fabio-r-goncalves/norte (accessed on 1 November 2023).
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spelling Urban traffic simulation using mobility patterns synthesized from real sensorsEclipse MOSAICSimulation of Urban MObilitytraffic simulationurban mobility datasetsEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaData Availability Statement: The data presented in this study are openly available in Zenodo at 10.5281/zenodo.7997433 and were produced using the code available at https://github.com/fabio-r-goncalves/norte (accessed on 1 November 2023).Smart cities are an ongoing research topic with multiple sub-research areas, from traffic control to optimization and even safety. However, testing the new methodologies or technologies directly in the real world is an almost impossible feat that, inclusively, can result in disaster. Thus, there is the importance of simulation. Simulation enables testing new and complex methodologies and gauging their impact in a realistic context without adding any safety issues. Additionally, these can accurately map real-world conditions depending on the simulation configuration. One key aspect of the simulation is the traffic flows in the simulated region. These may be hard to find and, if ill-set, may introduce bias in the results. This work is on the characterization of the traffic in the city center of Guimarães, Portugal. An urban simulation scenario was established, using SUMO as the mobility traffic simulator, with traffic patterns derived from real-world data provided by Guimarães City Hall and using Eclipse MOSAIC for extended vehicular simulation. Apart from mobility patterns analysis, this work also provides publicly accessible datasets, simulations, and applications made available to future research works.Funding: This work has been supported by FCT—Fundação para a Ciência e Tecnologia within the R&D Units Project Scope: UIDB/00319/2020 by FEDER funds, through the North Portugal Regional Operational Programme (NORTE 2020), Portugal 2020, within the Project Scope NORTE-01-0145- FEDER-000086.2079-9292Universidade do MinhoGonçalves, Fábio Raul CostaSilva, Gonçalo O.Santos, AlexandreRocha, Ana Maria A. C.Peixoto, HugoDurães, DalilaMachado, José Manuel20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/88935engGonçalves, F.; Silva, G.O.; Santos, A.; Rocha, A.M.A.C.; Peixoto, H.; Durães, D.; Machado, J. Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors. Electronics 2023, 12, 4971. https://doi.org/10.3390/electronics1224497110.3390/electronics12244971https://www.mdpi.com/2079-9292/12/24/4971info: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:RCAAP2024-02-24T01:24:19Zoai:repositorium.sdum.uminho.pt:1822/88935Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:11:04.737917Repositório 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 Urban traffic simulation using mobility patterns synthesized from real sensors
title Urban traffic simulation using mobility patterns synthesized from real sensors
spellingShingle Urban traffic simulation using mobility patterns synthesized from real sensors
Gonçalves, Fábio Raul Costa
Eclipse MOSAIC
Simulation of Urban MObility
traffic simulation
urban mobility datasets
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short Urban traffic simulation using mobility patterns synthesized from real sensors
title_full Urban traffic simulation using mobility patterns synthesized from real sensors
title_fullStr Urban traffic simulation using mobility patterns synthesized from real sensors
title_full_unstemmed Urban traffic simulation using mobility patterns synthesized from real sensors
title_sort Urban traffic simulation using mobility patterns synthesized from real sensors
author Gonçalves, Fábio Raul Costa
author_facet Gonçalves, Fábio Raul Costa
Silva, Gonçalo O.
Santos, Alexandre
Rocha, Ana Maria A. C.
Peixoto, Hugo
Durães, Dalila
Machado, José Manuel
author_role author
author2 Silva, Gonçalo O.
Santos, Alexandre
Rocha, Ana Maria A. C.
Peixoto, Hugo
Durães, Dalila
Machado, José Manuel
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Gonçalves, Fábio Raul Costa
Silva, Gonçalo O.
Santos, Alexandre
Rocha, Ana Maria A. C.
Peixoto, Hugo
Durães, Dalila
Machado, José Manuel
dc.subject.por.fl_str_mv Eclipse MOSAIC
Simulation of Urban MObility
traffic simulation
urban mobility datasets
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Eclipse MOSAIC
Simulation of Urban MObility
traffic simulation
urban mobility datasets
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description Data Availability Statement: The data presented in this study are openly available in Zenodo at 10.5281/zenodo.7997433 and were produced using the code available at https://github.com/fabio-r-goncalves/norte (accessed on 1 November 2023).
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-01-01T00:00:00Z
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 https://hdl.handle.net/1822/88935
url https://hdl.handle.net/1822/88935
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Gonçalves, F.; Silva, G.O.; Santos, A.; Rocha, A.M.A.C.; Peixoto, H.; Durães, D.; Machado, J. Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors. Electronics 2023, 12, 4971. https://doi.org/10.3390/electronics12244971
10.3390/electronics12244971
https://www.mdpi.com/2079-9292/12/24/4971
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 2079-9292
publisher.none.fl_str_mv 2079-9292
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
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