Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication

Conference venue:Kuala Lumpur

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Bibliographic Details
Main Authors:	Sairul Izwan Safie, Lykourgos Petropoulakis, John J Soraghan
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Published:	2014
Subjects:	Pulse Active Harmonic Electrocardiograph Biometric Authentication
Online Access:	http://localhost/xmlui/handle/123456789/8973
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Institution:	Universiti Kuala Lumpur

id	my.unikl.ir-8973
record_format	eprints
spelling	my.unikl.ir-89732015-06-30T05:23:55Z Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication Sairul Izwan Safie Lykourgos Petropoulakis John J Soraghan Pulse Active Harmonic Electrocardiograph Biometric Authentication Conference venue:Kuala Lumpur This paper presents a feature extraction method known as Pulse Active Harmonic (PAH) implemented on electrocardiograph (ECG) signals for biometric authentication. The technique is based on a pulse width modulation concept. A total of 200 ECGs from 100 subjects, taken from the Physikalisch-Technische Bundesanstalt (PTB) database are used in the simulations. Biometric performance profile such as the area under ROC (AUR) and equal error rate (EER) are then used to evaluate the results. This work shows that: a) the PAH method outperforms conventional temporal feature extraction techniques, b) its performance is comparable to other, previously introduced, Pulse Active based methods. Hence, owing to their close similarities Pulse Active approaches can readily be combined to form robust and inherently secure biometric authentication systems 2014-12-11T02:09:18Z 2014-12-11T02:09:18Z 2014-12-11 http://localhost/xmlui/handle/123456789/8973
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/
topic	Pulse Active Harmonic Electrocardiograph Biometric Authentication
spellingShingle	Pulse Active Harmonic Electrocardiograph Biometric Authentication Sairul Izwan Safie Lykourgos Petropoulakis John J Soraghan Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication
description	Conference venue:Kuala Lumpur
format
author	Sairul Izwan Safie Lykourgos Petropoulakis John J Soraghan
author_facet	Sairul Izwan Safie Lykourgos Petropoulakis John J Soraghan
author_sort	Sairul Izwan Safie
title	Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication
title_short	Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication
title_full	Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication
title_fullStr	Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication
title_full_unstemmed	Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication
title_sort	pulse active harmonic (pah) features for ecg biometric authentication
publishDate	2014
url	http://localhost/xmlui/handle/123456789/8973
_version_	1644485027333931008

Pulse Active Harmonic (PAH) Features for ECG Biometric Authentication

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