An?lise de sinais ECG usando transformada Wavelet com pulso DNAx
Autor(a) principal: | |
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Data de Publicação: | 2008 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da INATEL |
Texto Completo: | http://tede.inatel.br:8080/tede/handle/tede/138 |
Resumo: | The purpose of this work is to measure and establish the benefits of the Wavelet Transform (WT) , using the DNAx pulses as mother wavelets at the patterns recognition in ECG signals. It was used 50 patients divided in 9 different pathological groups, and one more group of health patients. Only one cardiac cycle from the lead I was used as a reference for each of the patient. At the first test, time correlation was used to measure the similarity between the cardiac cycles of the group of patients with Myocardial Infarction anterior, and after between this group and every group of this work. On the second test, the similarity was estimated using the bi-dimensional cross correlation between the WT coefficients of the cardiac cycles. The transformations were calculated using the two traditional wavelets and others obtained by a technique called DNAx created and patentiated by Caputo. The test comparison showed that, in almost the totality of the cases, the WT associated to the DNAx pulse obtained good results, and in some cases better than the traditional functions. |
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Fasolo, Sandro Adrianohttp://lattes.cnpq.br/3997284163467407Fasolo, Sandro Adrianohttp://lattes.cnpq.br/3997284163467407Button, Vera Lucia da Silveira Nanteshttp://lattes.cnpq.br/3130127646362352Ynoguti, Carlos Alberto156.167.778-70http://lattes.cnpq.br/5678667205895840http://lattes.cnpq.br/1854451408004051Moraes, Matheus Cardoso2017-03-27T17:37:49Z2008-05-28Moraes, Matheus Cardoso. An?lise de sinais ECG usando transformada Wavelet com pulso DNAx. 2008. [102]. disserta??o( Mestrado em Engenharia de Telecomunica??es) - Instituto Nacional de Telecomunica??es, [Santa Rita do Sapuca?] .http://tede.inatel.br:8080/tede/handle/tede/138The purpose of this work is to measure and establish the benefits of the Wavelet Transform (WT) , using the DNAx pulses as mother wavelets at the patterns recognition in ECG signals. It was used 50 patients divided in 9 different pathological groups, and one more group of health patients. Only one cardiac cycle from the lead I was used as a reference for each of the patient. At the first test, time correlation was used to measure the similarity between the cardiac cycles of the group of patients with Myocardial Infarction anterior, and after between this group and every group of this work. On the second test, the similarity was estimated using the bi-dimensional cross correlation between the WT coefficients of the cardiac cycles. The transformations were calculated using the two traditional wavelets and others obtained by a technique called DNAx created and patentiated by Caputo. The test comparison showed that, in almost the totality of the cases, the WT associated to the DNAx pulse obtained good results, and in some cases better than the traditional functions.O prop?osito desse trabalho ?e avaliar os benef??cios do uso da TransformadaWavelet (TW) com o pulso DNAx como mother wavelets no reconhecimento de padr?oes em sinais de ECGs. Foram usados 50 pacientes divididos em 9 grupos de patologias diferentes, mais um grupo de pacientes saud?aveis. Apenas um ciclo card??aco correspondente `a deriva?c?ao I foi usado como refer?encia para cada um dos pacientes. No primeiro teste, o m?etodo da correla?c?ao temporal foi empregado para mensurar a similaridade entre os ciclos do grupo de pacientes com Infarto doMioc?ardio anterior e, depois, desse grupo com todos os outros grupos existentes nesse trabalho. No segundo teste, a similaridade foi estimada usando a correla?c?ao cruzada bidimensional entre os coeficientes da TW dos ciclos card??acos. As transformadas foram calculadas usando as fun?c?oes de transforma?c?ao tradicionais e outras obtidas atrav?es de uma t?ecnica chamada de DNAx, criada e patenteado por Caputo. A compara?c?ao dos testes mostra que, quase na totalidade dos casos, a TW associada ao pulso DNAX obteve bons resultados e, em alguns casos, melhores do que as fun?c?oes tradicionais.Submitted by Tede Dspace (tede@inatel.br) on 2017-03-27T17:37:49Z No. of bitstreams: 2 license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Disserta??o Matheus Cardoso.pdf: 3948980 bytes, checksum: ee2e4b3678c1b4a8b43b400c6408f289 (MD5)Made available in DSpace on 2017-03-27T17:37:49Z (GMT). No. of bitstreams: 2 license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Disserta??o Matheus Cardoso.pdf: 3948980 bytes, checksum: ee2e4b3678c1b4a8b43b400c6408f289 (MD5) Previous issue date: 2008-05-28application/pdfhttp://tede.inatel.br:8080/jspui/retrieve/1149/Disserta%c3%a7%c3%a3o%20Matheus%20Cardoso.pdf.jpgporInstituto Nacional de Telecomunica??esMestrado em Engenharia de Telecomunica??esINATELBrasilInstituto Nacional de Telecomunica??eshttp://creativecommons.org/licenses/by-nd/4.0/info:eu-repo/semantics/openAccessTransformada wavelet; ECG, processamento digital de sinais; tecnica DNAxEngenharia - Telecomunica??esAn?lise de sinais ECG usando transformada Wavelet com pulso DNAxinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Biblioteca Digital de Teses e Dissertações da INATELinstname:Instituto Nacional de Telecomunicações (INATEL)instacron:INATELLICENSElicense.txtlicense.txttext/plain; charset=utf-8112http://localhost:8080/tede/bitstream/tede/138/1/license.txtc6279291b293f0db82678eaa73a27769MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-846http://localhost:8080/tede/bitstream/tede/138/2/license_url587cd8ffae15c8598ed3c46d248a3f38MD52license_textlicense_texttext/html; charset=utf-80http://localhost:8080/tede/bitstream/tede/138/3/license_textd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://localhost:8080/tede/bitstream/tede/138/4/license_rdfd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDisserta??o Matheus Cardoso.pdfDisserta??o Matheus Cardoso.pdfapplication/pdf3948980http://localhost:8080/tede/bitstream/tede/138/5/Disserta%C3%A7%C3%A3o+Matheus+Cardoso.pdfee2e4b3678c1b4a8b43b400c6408f289MD55TEXTDisserta??o Matheus Cardoso.pdf.txtDisserta??o Matheus Cardoso.pdf.txttext/plain126802http://localhost:8080/tede/bitstream/tede/138/6/Disserta%C3%A7%C3%A3o+Matheus+Cardoso.pdf.txta2753ea8580054ca8d30bd431be5e9a2MD56THUMBNAILDisserta??o Matheus Cardoso.pdf.jpgDisserta??o Matheus Cardoso.pdf.jpgimage/jpeg5141http://localhost:8080/tede/bitstream/tede/138/7/Disserta%C3%A7%C3%A3o+Matheus+Cardoso.pdf.jpg964c74809d0871b84d3c421ccc83f75aMD57tede/1382018-04-17 11:29:57.861oai:localhost:tede/138QXV0b3Jpem8gYSBwdWJsaWNhPz9vIGRhIG1pbmhhIERpc3NlcnRhPz9vIGRlIE1lc3RyYWRvLCBlbSBmb3JtYXRvIFBERiwgY29tIGJsb3F1ZWlvIGRlIGVkaT8/bywgY29sYWdlbSBlIGM/cGlhLg==Biblioteca Digital de Teses e Dissertaçõeshttp://tede.inatel.br:8080/jspui/PUBhttp://tede.inatel.br:8080/oai/requestbiblioteca@inatel.br || biblioteca.atendimento@inatel.bropendoar:2018-04-17T14:29:57Biblioteca Digital de Teses e Dissertações da INATEL - Instituto Nacional de Telecomunicações (INATEL)false |
dc.title.por.fl_str_mv |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
title |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
spellingShingle |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx Moraes, Matheus Cardoso Transformada wavelet; ECG, processamento digital de sinais; tecnica DNAx Engenharia - Telecomunica??es |
title_short |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
title_full |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
title_fullStr |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
title_full_unstemmed |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
title_sort |
An?lise de sinais ECG usando transformada Wavelet com pulso DNAx |
author |
Moraes, Matheus Cardoso |
author_facet |
Moraes, Matheus Cardoso |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Fasolo, Sandro Adriano |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/3997284163467407 |
dc.contributor.referee1.fl_str_mv |
Fasolo, Sandro Adriano |
dc.contributor.referee1Lattes.fl_str_mv |
http://lattes.cnpq.br/3997284163467407 |
dc.contributor.referee2.fl_str_mv |
Button, Vera Lucia da Silveira Nantes |
dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/3130127646362352 |
dc.contributor.referee3.fl_str_mv |
Ynoguti, Carlos Alberto |
dc.contributor.referee3ID.fl_str_mv |
156.167.778-70 |
dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/5678667205895840 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/1854451408004051 |
dc.contributor.author.fl_str_mv |
Moraes, Matheus Cardoso |
contributor_str_mv |
Fasolo, Sandro Adriano Fasolo, Sandro Adriano Button, Vera Lucia da Silveira Nantes Ynoguti, Carlos Alberto |
dc.subject.por.fl_str_mv |
Transformada wavelet; ECG, processamento digital de sinais; tecnica DNAx |
topic |
Transformada wavelet; ECG, processamento digital de sinais; tecnica DNAx Engenharia - Telecomunica??es |
dc.subject.cnpq.fl_str_mv |
Engenharia - Telecomunica??es |
description |
The purpose of this work is to measure and establish the benefits of the Wavelet Transform (WT) , using the DNAx pulses as mother wavelets at the patterns recognition in ECG signals. It was used 50 patients divided in 9 different pathological groups, and one more group of health patients. Only one cardiac cycle from the lead I was used as a reference for each of the patient. At the first test, time correlation was used to measure the similarity between the cardiac cycles of the group of patients with Myocardial Infarction anterior, and after between this group and every group of this work. On the second test, the similarity was estimated using the bi-dimensional cross correlation between the WT coefficients of the cardiac cycles. The transformations were calculated using the two traditional wavelets and others obtained by a technique called DNAx created and patentiated by Caputo. The test comparison showed that, in almost the totality of the cases, the WT associated to the DNAx pulse obtained good results, and in some cases better than the traditional functions. |
publishDate |
2008 |
dc.date.issued.fl_str_mv |
2008-05-28 |
dc.date.accessioned.fl_str_mv |
2017-03-27T17:37:49Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
Moraes, Matheus Cardoso. An?lise de sinais ECG usando transformada Wavelet com pulso DNAx. 2008. [102]. disserta??o( Mestrado em Engenharia de Telecomunica??es) - Instituto Nacional de Telecomunica??es, [Santa Rita do Sapuca?] . |
dc.identifier.uri.fl_str_mv |
http://tede.inatel.br:8080/tede/handle/tede/138 |
identifier_str_mv |
Moraes, Matheus Cardoso. An?lise de sinais ECG usando transformada Wavelet com pulso DNAx. 2008. [102]. disserta??o( Mestrado em Engenharia de Telecomunica??es) - Instituto Nacional de Telecomunica??es, [Santa Rita do Sapuca?] . |
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http://tede.inatel.br:8080/tede/handle/tede/138 |
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por |
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por |
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http://creativecommons.org/licenses/by-nd/4.0/ info:eu-repo/semantics/openAccess |
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http://creativecommons.org/licenses/by-nd/4.0/ |
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openAccess |
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Instituto Nacional de Telecomunica??es |
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Mestrado em Engenharia de Telecomunica??es |
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INATEL |
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Brasil |
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Instituto Nacional de Telecomunica??es |
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Instituto Nacional de Telecomunica??es |
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