Gene expression programming and genetic algorithms in impedance circuit identification
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/5422 |
Resumo: | Impedance circuit identification through spectroscopy is often used to characterize sensors. When the circuit topology is known, it has been shown that the component values can be obtained by genetic algorithms. Also, gene expression programming can be used to search for an adequate circuit topology. In this paper, an improved version of the impedance circuit identification based on gene expression programming and hybrid genetic algorithm is presented to both identify the circuit and estimate its parameters. Simulation results are used to validate the proposed algorithm in different situations. Further validation is presented from measurements on a circuit that models a humidity sensor and also from measurements on a viscosity sensor. |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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7160 |
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Gene expression programming and genetic algorithms in impedance circuit identificationImpedance spectroscopycircuit topology identificationgenetic algorithmsgene expression programmingImpedance circuit identification through spectroscopy is often used to characterize sensors. When the circuit topology is known, it has been shown that the component values can be obtained by genetic algorithms. Also, gene expression programming can be used to search for an adequate circuit topology. In this paper, an improved version of the impedance circuit identification based on gene expression programming and hybrid genetic algorithm is presented to both identify the circuit and estimate its parameters. Simulation results are used to validate the proposed algorithm in different situations. Further validation is presented from measurements on a circuit that models a humidity sensor and also from measurements on a viscosity sensor.IMEKO2012-11-12T10:22:24Z2012-11-122012-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/5422http://hdl.handle.net/10174/5422eng19-251ACTA IMEKO1DFISfmtj@uevora.ptnd496Janeiro, Fernando M.Ramos, Pedro M.info: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:RCAAP2024-01-03T18:44:06Zoai:dspace.uevora.pt:10174/5422Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:00:23.671491Repositório 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 |
Gene expression programming and genetic algorithms in impedance circuit identification |
title |
Gene expression programming and genetic algorithms in impedance circuit identification |
spellingShingle |
Gene expression programming and genetic algorithms in impedance circuit identification Janeiro, Fernando M. Impedance spectroscopy circuit topology identification genetic algorithms gene expression programming |
title_short |
Gene expression programming and genetic algorithms in impedance circuit identification |
title_full |
Gene expression programming and genetic algorithms in impedance circuit identification |
title_fullStr |
Gene expression programming and genetic algorithms in impedance circuit identification |
title_full_unstemmed |
Gene expression programming and genetic algorithms in impedance circuit identification |
title_sort |
Gene expression programming and genetic algorithms in impedance circuit identification |
author |
Janeiro, Fernando M. |
author_facet |
Janeiro, Fernando M. Ramos, Pedro M. |
author_role |
author |
author2 |
Ramos, Pedro M. |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Janeiro, Fernando M. Ramos, Pedro M. |
dc.subject.por.fl_str_mv |
Impedance spectroscopy circuit topology identification genetic algorithms gene expression programming |
topic |
Impedance spectroscopy circuit topology identification genetic algorithms gene expression programming |
description |
Impedance circuit identification through spectroscopy is often used to characterize sensors. When the circuit topology is known, it has been shown that the component values can be obtained by genetic algorithms. Also, gene expression programming can be used to search for an adequate circuit topology. In this paper, an improved version of the impedance circuit identification based on gene expression programming and hybrid genetic algorithm is presented to both identify the circuit and estimate its parameters. Simulation results are used to validate the proposed algorithm in different situations. Further validation is presented from measurements on a circuit that models a humidity sensor and also from measurements on a viscosity sensor. |
publishDate |
2012 |
dc.date.none.fl_str_mv |
2012-11-12T10:22:24Z 2012-11-12 2012-07-01T00:00:00Z |
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/10174/5422 http://hdl.handle.net/10174/5422 |
url |
http://hdl.handle.net/10174/5422 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
19-25 1 ACTA IMEKO 1 DFIS fmtj@uevora.pt nd 496 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
IMEKO |
publisher.none.fl_str_mv |
IMEKO |
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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1799136487114014720 |