DocumentCode :
190162
Title :
Pulse Active Transform (PAT): A non-invertible transformation with application to ECG biometric authentication
Author :
Safie, Sairul I. ; Nurfazira, H. ; Azavitra, Z. ; Soraghan, John J. ; Petropoulakis, Lykourgos
Author_Institution :
Malaysian Inst. of Ind. Technol. (MITEC), Univ. Kuala Lumpur, Johor Bahru, Malaysia
fYear :
2014
fDate :
14-16 April 2014
Firstpage :
667
Lastpage :
671
Abstract :
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.
Keywords :
biometrics (access control); electrocardiography; feature extraction; medical signal processing; signal sources; ECG biometric authentication; ECG signal; PAT; PTB subjects; biometric authentication; characteristic based feature extraction methods; harmonically related periodic triangular waveforms; noninvertible transformation; pulse active features; pulse active transform; Authentication; Databases; Electrocardiography; Feature extraction; Region 10; Transforms; Biometric Authentication; Electrocardiogram; Pulse Active Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Region 10 Symposium, 2014 IEEE
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-2028-0
Type :
conf
DOI :
10.1109/TENCONSpring.2014.6863117
Filename :
6863117
Link To Document :
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