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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
Format:
Published: 2014
Subjects:
Pulse Active Harmonic
Electrocardiograph
Biometric
Authentication
Online Access:http://localhost/xmlui/handle/123456789/8973
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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
score 13.222552

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