ECG based Human identification using Logspace Grid Analysis of Second Order Difference Plot

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dc.authorscopusid50360930100
dc.authorscopusid16230371300
dc.contributor.authorAltan, Gokhan
dc.contributor.authorKutlu, Yakup
dc.date.accessioned2024-09-19T15:41:14Z
dc.date.available2024-09-19T15:41:14Z
dc.date.issued2015
dc.departmentHatay Mustafa Kemal Üniversitesien_US
dc.description2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 -- 16 May 2015 through 19 May 2015 -- Malatya -- 113052en_US
dc.description.abstractIn this study, Second Order Difference Plot (SODP) features are used for ECG based human identification. SODP is a method that allows to determine the features with the statistical analysis of the situations obtained from distributions and the distribution of each of successive points on an unstable and linear signals. ECG records of 90 individuals in Physionet ECG-Id database are used in the study. These records are divided into segments with logarithmic grid, number of points in each segment was examined. Extracted features are classified using 2 Fold Cross Validation with kNN classifier, speed and performance of identification system were investigated. As a result, ECG based Human identification using Logspace Grid Analysis of SODP was performed in a very short time with 91.52% success. © 2015 IEEE.en_US
dc.identifier.doi10.1109/SIU.2015.7130074
dc.identifier.endpage1291en_US
dc.identifier.isbn978-146737386-9
dc.identifier.scopus2-s2.0-84939141672en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage1288en_US
dc.identifier.urihttps://doi.org/10.1109/SIU.2015.7130074
dc.identifier.urihttps://hdl.handle.net/20.500.12483/14111
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectECGen_US
dc.subjectIdentificationen_US
dc.subjectPan-tompkinsen_US
dc.subjectPQRST complexen_US
dc.subjectSecond order difference ploten_US
dc.subjectSODPen_US
dc.titleECG based Human identification using Logspace Grid Analysis of Second Order Difference Ploten_US
dc.title.alternativeIkinci Dereceden Fark Haritasinin Logaritmik Izgara Analizi ile EKG'ye Dayali Insan Kimli?i Tespitien_US
dc.typeConference Objecten_US

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