ECG Based Human Identification Using Logspace Grid Analysis of Second Order Difference Plot

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dc.contributor.authorAltan, Gokhan
dc.contributor.authorKutlu, Yakup
dc.date.accessioned2024-09-18T20:16:37Z
dc.date.available2024-09-18T20:16:37Z
dc.date.issued2015
dc.departmentHatay Mustafa Kemal Ãœniversitesien_US
dc.description23nd Signal Processing and Communications Applications Conference (SIU) -- MAY 16-19, 2015 -- Inonu Univ, Malatya, TURKEYen_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.en_US
dc.description.sponsorshipDept Comp Engn & Elect & Elect Engn,Elect & Elect Engn,Bilkent Univen_US
dc.identifier.endpage1291en_US
dc.identifier.isbn978-1-4673-7386-9
dc.identifier.issn2165-0608
dc.identifier.startpage1288en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12483/9646
dc.identifier.wosWOS:000380500900302en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2015 23rd Signal Processing and Communications Applications Conference (Siu)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectECGen_US
dc.subjectidentificationen_US
dc.subjectSecond Order Diference Ploten_US
dc.subjectPan-Tompkinsen_US
dc.subjectSODPen_US
dc.subjectPQRST complexen_US
dc.titleECG Based Human Identification Using Logspace Grid Analysis of Second Order Difference Ploten_US
dc.typeConference Objecten_US

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