DocumentCode :
1275937
Title :
Electrocardiogram (ECG) Biometric Authentication Using Pulse Active Ratio (PAR)
Author :
Safie, Sairul I. ; Soraghan, John J. ; Petropoulakis, Lykourgos
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. of Strathclyde, Glasgow, UK
Volume :
6
Issue :
4
fYear :
2011
Firstpage :
1315
Lastpage :
1322
Abstract :
Biometric authentication is a one-to-one verification process. A successful biometric system must be capable of avoiding a fraudulent claim while at the same time ensuring the privacy of individuals. This paper presents a novel framework for using the electrocardiogram (ECG) as a biometric system for human authentication. A new feature extraction technique known as pulse active ratio (PAR) is derived and used to generate novel ECG feature vectors. The proposed method is validated by experiments on 112 subjects, performing 9800 ECG comparisons providing a 10% improvement when compared to conventional temporal and amplitude feature extraction methods.
Keywords :
authorisation; biometrics (access control); data privacy; electrocardiography; feature extraction; fraud; medical signal processing; ECG biometric authentication; ECG feature vector; biometric system; electrocardiogram; feature extraction; fraudulent claim; human authentication; privacy; pulse active ratio; verification process; Authentication; Biometrics; Electrocardiography; Feature extraction; Indexes; Biometric; electrocardiogram (ECG); feature extraction; pulse active ratio (PAR);
fLanguage :
English
Journal_Title :
Information Forensics and Security, IEEE Transactions on
Publisher :
ieee
ISSN :
1556-6013
Type :
jour
DOI :
10.1109/TIFS.2011.2162408
Filename :
5957278
Link To Document :
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