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Bipolar Pulse Active Features for ECG Biometric Application

Conference Venue: GRAND SEASONS HOTEL, KUALA LUMPUR

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Main Authors: Sairul Safie, M I Yusof, Kushsairy Kadir, Haidawati Nasir, (UniKL MITEC)
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Published: 2015
Online Access:http://localhost/xmlui/handle/123456789/10285
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id my.unikl.ir-10285
record_format eprints
spelling my.unikl.ir-102852015-07-27T23:20:08Z Bipolar Pulse Active Features for ECG Biometric Application Sairul Safie M I Yusof Kushsairy Kadir Haidawati Nasir (UniKL MITEC) Conference Venue: GRAND SEASONS HOTEL, KUALA LUMPUR This paper introduce a new Bipolar Pulse Active (BPA) feature extraction technique implemented to electrocardiograms (ECG) for biometric authentication. . The BPA extracts information from ECG signals and decomposes them, using a series of harmonically related periodic triangular waveforms, into a finite set of Pulse Domain features. In this work, BPA is used to compare the performance of ECG when the information taken from 3 different locations, namely peaks P to T, peaks P to R and peaks R to T. The authentication performance is analysed with and without the use of classifier. In this work, Linear Discriminant Analysis (LDA) is used a classifier to evaluate the BPA ECG based features for biometric authentication. 2015-06-30T05:19:55Z 2015-06-30T05:19:55Z 2015-06-30 http://localhost/xmlui/handle/123456789/10285
institution Universiti Kuala Lumpur
building UniKL Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Kuala Lumpur
content_source UniKL Institutional Repository
url_provider http://ir.unikl.edu.my/
description Conference Venue: GRAND SEASONS HOTEL, KUALA LUMPUR
format
author Sairul Safie
M I Yusof
Kushsairy Kadir
Haidawati Nasir
(UniKL MITEC)
spellingShingle Sairul Safie
M I Yusof
Kushsairy Kadir
Haidawati Nasir
(UniKL MITEC)
Bipolar Pulse Active Features for ECG Biometric Application
author_facet Sairul Safie
M I Yusof
Kushsairy Kadir
Haidawati Nasir
(UniKL MITEC)
author_sort Sairul Safie
title Bipolar Pulse Active Features for ECG Biometric Application
title_short Bipolar Pulse Active Features for ECG Biometric Application
title_full Bipolar Pulse Active Features for ECG Biometric Application
title_fullStr Bipolar Pulse Active Features for ECG Biometric Application
title_full_unstemmed Bipolar Pulse Active Features for ECG Biometric Application
title_sort bipolar pulse active features for ecg biometric application
publishDate 2015
url http://localhost/xmlui/handle/123456789/10285
_version_ 1644485142334406656
score 13.214268

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