Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication

Conference venue:Kuala Lumpur

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Main Authors: Sairul Izwan Safie, Azavitra Z, Nurfazira H, (UniKL MITEC)
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Language:English
Published: 2014
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Online Access:http://localhost/xmlui/handle/123456789/8971
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Institution: Universiti Kuala Lumpur
Language: English
id my.unikl.ir-8971
record_format eprints
spelling my.unikl.ir-89712015-07-27T23:05:55Z Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication Sairul Izwan Safie Azavitra Z Nurfazira H (UniKL MITEC) Pulse Active Transform Electrocardiogram Biometric Authentication I. Conference venue:Kuala Lumpur This paper presents a new transformation technique called the Pulse Active transform (PAT). The PAT uses a series of harmonically related periodic triangular waveforms to decompose a signal into a finite set of pulse active features. These features incorporate the signal’s information in the pulse active domain, and which are subsequently processed for some desired application. PAT is non-invertible thus ensuring complete security of the original signal source. In this paper PAT is demonstrated on an ECG signal and used for biometric authentication. The new transformation technique is tested on 112 PTB subjects. It is shown in this paper that the new transformation has a superior performance compared to the conventional characteristic based feature extraction methods with additional security to avoid recovery of the original ECG. 2014-12-11T01:54:34Z 2014-12-11T01:54:34Z 2014-12-11 http://localhost/xmlui/handle/123456789/8971 en
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/
language English
topic Pulse Active Transform
Electrocardiogram
Biometric Authentication I.
spellingShingle Pulse Active Transform
Electrocardiogram
Biometric Authentication I.
Sairul Izwan Safie
Azavitra Z
Nurfazira H
(UniKL MITEC)
Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication
description Conference venue:Kuala Lumpur
format
author Sairul Izwan Safie
Azavitra Z
Nurfazira H
(UniKL MITEC)
author_facet Sairul Izwan Safie
Azavitra Z
Nurfazira H
(UniKL MITEC)
author_sort Sairul Izwan Safie
title Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication
title_short Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication
title_full Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication
title_fullStr Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication
title_full_unstemmed Pulse Active Transform (PAT): A Non-Invertible Transformation with Application to ECG Biometric Authentication
title_sort pulse active transform (pat): a non-invertible transformation with application to ecg biometric authentication
publishDate 2014
url http://localhost/xmlui/handle/123456789/8971
_version_ 1644485026761408512