An Experimental Study for Tracking Crowd in Smart Cities

Detalhes bibliográficos
Autor(a) principal: Li, Kai
Data de Publicação: 2018
Outros Autores: Yuen, Chan, Kanhere, Salil S., Hu, Kun, Zhang, Wei, Jiang, Fan, Liu, Xiang
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/12533
Resumo: Early Access
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spelling An Experimental Study for Tracking Crowd in Smart CitiesMobile computingSensor systems and applicationsSystem analysisSystem performanceWireless application protocolEarly AccessKnowledge about people density and mobility patterns is the key element toward efficient urban development in smart cities. The main challenges in large-scale people tracking are the recognition of people density in a specific area and tracking the people flow path. To address these challenges, we present SenseFlow, a lightweight people tracking system for smart cities. SenseFlow utilizes off-the-shelf sensors that sniff probe requests periodically polled by user’s smartphones in a passive manner. We demonstrate the feasibility of SenseFlow by building a proof-of-concept prototype and undertaking extensive evaluations in real-world settings. We deploy the system in one laboratory to study office hours of researchers, a crowded public area in a city to evaluate the scalability and performance “in the wild,” and four classrooms in the university to monitor the number of students. We also evaluate SenseFlow with varying walking speeds and different models of smartphones to investigate the people flow tracking performance.Institute of Electrical and Electronics EngineersRepositório Científico do Instituto Politécnico do PortoLi, KaiYuen, ChanKanhere, Salil S.Hu, KunZhang, WeiJiang, FanLiu, Xiang20182119-01-01T00:00:00Z2018-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/12533eng1932-818410.1109/JSYST.2018.2880028metadata 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:RCAAP2023-03-13T12:54:28Zoai:recipp.ipp.pt:10400.22/12533Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:32:48.726457Repositório 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 An Experimental Study for Tracking Crowd in Smart Cities
title An Experimental Study for Tracking Crowd in Smart Cities
spellingShingle An Experimental Study for Tracking Crowd in Smart Cities
Li, Kai
Mobile computing
Sensor systems and applications
System analysis
System performance
Wireless application protocol
title_short An Experimental Study for Tracking Crowd in Smart Cities
title_full An Experimental Study for Tracking Crowd in Smart Cities
title_fullStr An Experimental Study for Tracking Crowd in Smart Cities
title_full_unstemmed An Experimental Study for Tracking Crowd in Smart Cities
title_sort An Experimental Study for Tracking Crowd in Smart Cities
author Li, Kai
author_facet Li, Kai
Yuen, Chan
Kanhere, Salil S.
Hu, Kun
Zhang, Wei
Jiang, Fan
Liu, Xiang
author_role author
author2 Yuen, Chan
Kanhere, Salil S.
Hu, Kun
Zhang, Wei
Jiang, Fan
Liu, Xiang
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Li, Kai
Yuen, Chan
Kanhere, Salil S.
Hu, Kun
Zhang, Wei
Jiang, Fan
Liu, Xiang
dc.subject.por.fl_str_mv Mobile computing
Sensor systems and applications
System analysis
System performance
Wireless application protocol
topic Mobile computing
Sensor systems and applications
System analysis
System performance
Wireless application protocol
description Early Access
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01T00:00:00Z
2119-01-01T00:00:00Z
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/10400.22/12533
url http://hdl.handle.net/10400.22/12533
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1932-8184
10.1109/JSYST.2018.2880028
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.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
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
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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
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