A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks

Detalhes bibliográficos
Autor(a) principal: Gil, Paulo José Carrilho de Sousa
Data de Publicação: 2014
Outros Autores: Santos, Amâncio, Palma, Luís Filipe Figueira de Brito, Cardoso, Alberto J.L.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/51579
Resumo: This work has been partially supported by the European Commission under the contract FP7-ICT-224282 (GINSENG) and Project CENTRO-07-ST24-FEDER-002003 (iCIS-Intelligent Computing in the Internet of Services).
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spelling A Multi-agent System for Outliers Accommodation in Wireless Sensor Networksmulti-agent systemsreal-time monitoringwireless sensor networksoutliers detection and accommodationOil refinery plantOil refinery plantreal-time monitoringwireless sensor networks,outliers detection and accommodationmulti-agent systemsThis work has been partially supported by the European Commission under the contract FP7-ICT-224282 (GINSENG) and Project CENTRO-07-ST24-FEDER-002003 (iCIS-Intelligent Computing in the Internet of Services).In monitoring applications the accuracy of data is paramount. When considering wireless sensor networks the quality of readings taken from the environment may be hampered by outliers in raw data collected from transmitters attached to nodes' analogue-to-digital converter ports. To improve the data quality sent to the base-station, a real-time data analysis should be implemented at nodes' level, while taking into account their computing power and storage limitations. This paper deals with the problem of outliers detection and accommodation in raw data. The proposed approach relies on univariate statistics within an hierarchical multi-agent framework. Results from experiments on a real monitoring scenario, at a major oil refinery plant, show the relevance of the proposed approach.CTS - Centro de Tecnologia e SistemasUNINOVA-Instituto de Desenvolvimento de Novas TecnologiasDEE2010-B2 SistemasDEE - Departamento de Engenharia Electrotécnica e de ComputadoresRUNGil, Paulo José Carrilho de SousaSantos, AmâncioPalma, Luís Filipe Figueira de BritoCardoso, Alberto J.L.2018-11-13T23:03:13Z20142014-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article12application/pdfhttp://hdl.handle.net/10362/51579eng1793-8163PURE: 136435https://doi.org/10.17706/IJCEE.2014.V6.864info: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:RCAAP2024-03-11T04:25:44Zoai:run.unl.pt:10362/51579Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:32:27.526430Repositório 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 Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
title A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
spellingShingle A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
Gil, Paulo José Carrilho de Sousa
multi-agent systems
real-time monitoring
wireless sensor networks
outliers detection and accommodation
Oil refinery plant
Oil refinery plant
real-time monitoring
wireless sensor networks,
outliers detection and accommodation
multi-agent systems
title_short A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
title_full A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
title_fullStr A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
title_full_unstemmed A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
title_sort A Multi-agent System for Outliers Accommodation in Wireless Sensor Networks
author Gil, Paulo José Carrilho de Sousa
author_facet Gil, Paulo José Carrilho de Sousa
Santos, Amâncio
Palma, Luís Filipe Figueira de Brito
Cardoso, Alberto J.L.
author_role author
author2 Santos, Amâncio
Palma, Luís Filipe Figueira de Brito
Cardoso, Alberto J.L.
author2_role author
author
author
dc.contributor.none.fl_str_mv CTS - Centro de Tecnologia e Sistemas
UNINOVA-Instituto de Desenvolvimento de Novas Tecnologias
DEE2010-B2 Sistemas
DEE - Departamento de Engenharia Electrotécnica e de Computadores
RUN
dc.contributor.author.fl_str_mv Gil, Paulo José Carrilho de Sousa
Santos, Amâncio
Palma, Luís Filipe Figueira de Brito
Cardoso, Alberto J.L.
dc.subject.por.fl_str_mv multi-agent systems
real-time monitoring
wireless sensor networks
outliers detection and accommodation
Oil refinery plant
Oil refinery plant
real-time monitoring
wireless sensor networks,
outliers detection and accommodation
multi-agent systems
topic multi-agent systems
real-time monitoring
wireless sensor networks
outliers detection and accommodation
Oil refinery plant
Oil refinery plant
real-time monitoring
wireless sensor networks,
outliers detection and accommodation
multi-agent systems
description This work has been partially supported by the European Commission under the contract FP7-ICT-224282 (GINSENG) and Project CENTRO-07-ST24-FEDER-002003 (iCIS-Intelligent Computing in the Internet of Services).
publishDate 2014
dc.date.none.fl_str_mv 2014
2014-01-01T00:00:00Z
2018-11-13T23:03:13Z
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/10362/51579
url http://hdl.handle.net/10362/51579
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1793-8163
PURE: 136435
https://doi.org/10.17706/IJCEE.2014.V6.864
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 12
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
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