Wavelet transform selection method for biological signal treatment
This paper presents the development and evaluation of an algorithm for compressing fetal electrocardiographic signals, taken superficially on the mother’s abdomen. This method for acquiring ECG signals produces a great volumen of information that makes it difficult for the records to be stored and tran...
- Autores:
-
Jiménez, Gonzalo
COLLAZOS MORALES, CARLOS ANDRES
De-La-Hoz-Franco, Emiro
Ariza Colpas, Paola Patricia
Ramayo González, Ramón Enrique
Maldonado-Franco, Adriana
- Tipo de recurso:
- http://purl.org/coar/resource_type/c_816b
- Fecha de publicación:
- 2020
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/6202
- Acceso en línea:
- https://hdl.handle.net/11323/6202
https://repositorio.cuc.edu.co/
- Palabra clave:
- Energy conservation
CR
ECG
Fetal
PDR
Wavelet packet transform
- Rights
- openAccess
- License
- CC0 1.0 Universal
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| dc.title.spa.fl_str_mv |
Wavelet transform selection method for biological signal treatment |
| title |
Wavelet transform selection method for biological signal treatment |
| spellingShingle |
Wavelet transform selection method for biological signal treatment Energy conservation CR ECG Fetal PDR Wavelet packet transform |
| title_short |
Wavelet transform selection method for biological signal treatment |
| title_full |
Wavelet transform selection method for biological signal treatment |
| title_fullStr |
Wavelet transform selection method for biological signal treatment |
| title_full_unstemmed |
Wavelet transform selection method for biological signal treatment |
| title_sort |
Wavelet transform selection method for biological signal treatment |
| dc.creator.fl_str_mv |
Jiménez, Gonzalo COLLAZOS MORALES, CARLOS ANDRES De-La-Hoz-Franco, Emiro Ariza Colpas, Paola Patricia Ramayo González, Ramón Enrique Maldonado-Franco, Adriana |
| dc.contributor.author.spa.fl_str_mv |
Jiménez, Gonzalo COLLAZOS MORALES, CARLOS ANDRES De-La-Hoz-Franco, Emiro Ariza Colpas, Paola Patricia Ramayo González, Ramón Enrique Maldonado-Franco, Adriana |
| dc.subject.spa.fl_str_mv |
Energy conservation CR ECG Fetal PDR Wavelet packet transform |
| topic |
Energy conservation CR ECG Fetal PDR Wavelet packet transform |
| description |
This paper presents the development and evaluation of an algorithm for compressing fetal electrocardiographic signals, taken superficially on the mother’s abdomen. This method for acquiring ECG signals produces a great volumen of information that makes it difficult for the records to be stored and transmitted. The proposed algorithm aims for lossless compression of the signal by applying Wavelet Packet Transform to keep errors below the unit, with compression rates over 20:1 and with conserved energy in reconstruction as comparison parameter. For algorithm validation, the signal files provided by PhysioBank DataBase are used. |
| publishDate |
2020 |
| dc.date.accessioned.none.fl_str_mv |
2020-04-16T20:33:56Z |
| dc.date.available.none.fl_str_mv |
2020-04-16T20:33:56Z |
| dc.date.issued.none.fl_str_mv |
2020 |
| dc.type.spa.fl_str_mv |
Pre-Publicación |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_816b |
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http://purl.org/redcol/resource_type/ARTOTR |
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info:eu-repo/semantics/acceptedVersion |
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http://purl.org/coar/resource_type/c_816b |
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acceptedVersion |
| dc.identifier.uri.spa.fl_str_mv |
https://hdl.handle.net/11323/6202 |
| dc.identifier.instname.spa.fl_str_mv |
Corporación Universidad de la Costa |
| dc.identifier.reponame.spa.fl_str_mv |
REDICUC - Repositorio CUC |
| dc.identifier.repourl.spa.fl_str_mv |
https://repositorio.cuc.edu.co/ |
| url |
https://hdl.handle.net/11323/6202 https://repositorio.cuc.edu.co/ |
| identifier_str_mv |
Corporación Universidad de la Costa REDICUC - Repositorio CUC |
| dc.language.iso.none.fl_str_mv |
eng |
| language |
eng |
| dc.rights.spa.fl_str_mv |
CC0 1.0 Universal |
| dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/publicdomain/zero/1.0/ |
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info:eu-repo/semantics/openAccess |
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http://purl.org/coar/access_right/c_abf2 |
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CC0 1.0 Universal http://creativecommons.org/publicdomain/zero/1.0/ http://purl.org/coar/access_right/c_abf2 |
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openAccess |
| dc.publisher.spa.fl_str_mv |
Universidad de la Costa |
| institution |
Corporación Universidad de la Costa |
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Jiménez, GonzaloCOLLAZOS MORALES, CARLOS ANDRESDe-La-Hoz-Franco, EmiroAriza Colpas, Paola PatriciaRamayo González, Ramón EnriqueMaldonado-Franco, Adriana2020-04-16T20:33:56Z2020-04-16T20:33:56Z2020https://hdl.handle.net/11323/6202Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/This paper presents the development and evaluation of an algorithm for compressing fetal electrocardiographic signals, taken superficially on the mother’s abdomen. This method for acquiring ECG signals produces a great volumen of information that makes it difficult for the records to be stored and transmitted. The proposed algorithm aims for lossless compression of the signal by applying Wavelet Packet Transform to keep errors below the unit, with compression rates over 20:1 and with conserved energy in reconstruction as comparison parameter. For algorithm validation, the signal files provided by PhysioBank DataBase are used.Jiménez, GonzaloCOLLAZOS MORALES, CARLOS ANDRES-will be generated-orcid-0000-0002-1996-1384-600De-La-Hoz-Franco, Emiro-will be generated-orcid-0000-0002-4926-7414-600Ariza Colpas, Paola Patricia-will be generated-orcid-0000-0003-4503-5461-600Ramayo González, Ramón Enrique-will be generated-orcid-0000-0001-6137-6181-600Maldonado-Franco, Adriana-will be generated-orcid-0000-0002-8451-3502-600engUniversidad de la CostaCC0 1.0 Universalhttp://creativecommons.org/publicdomain/zero/1.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Energy conservationCRECGFetalPDRWavelet packet transformWavelet transform selection method for biological signal treatmentPre-Publicaciónhttp://purl.org/coar/resource_type/c_816bTextinfo:eu-repo/semantics/preprinthttp://purl.org/redcol/resource_type/ARTOTRinfo:eu-repo/semantics/acceptedVersionPublicationORIGINALWavelet Transform Selection Method for Biological Signal Treatment .pdfWavelet Transform Selection Method for Biological Signal Treatment .pdfapplication/pdf106182https://repositorio.cuc.edu.co/bitstreams/ad286d8d-3fee-4f42-994d-b9882aba0083/download074a5cc165a6864db83dd65deb8b3ad8MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8701https://repositorio.cuc.edu.co/bitstreams/2d19b876-4eb9-464d-a403-58c54545e8d1/download42fd4ad1e89814f5e4a476b409eb708cMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.cuc.edu.co/bitstreams/6b1855ab-33b7-4227-940b-e93f6ef53aa3/download8a4605be74aa9ea9d79846c1fba20a33MD53THUMBNAILWavelet Transform Selection Method for Biological Signal Treatment .pdf.jpgWavelet Transform Selection Method for Biological Signal Treatment .pdf.jpgimage/jpeg42447https://repositorio.cuc.edu.co/bitstreams/282ab2f8-f01a-437a-aaf7-0d00a491a310/download55a563ce1e6df13499e0486599c89943MD54TEXTWavelet Transform Selection Method for Biological Signal Treatment .pdf.txtWavelet Transform Selection Method for Biological Signal Treatment .pdf.txttext/plain990https://repositorio.cuc.edu.co/bitstreams/2230d239-b499-4bd1-8ef7-4b4a64a60fe6/download5c74238faaa5831d2818c65b47e1537aMD5511323/6202oai:repositorio.cuc.edu.co:11323/62022024-09-17 14:17:16.982http://creativecommons.org/publicdomain/zero/1.0/CC0 1.0 Universalopen.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa CUCrepdigital@cuc.edu.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 |