ECG biometric authentication using pulse active width (PAW)
Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos; (2011) ECG biometric authentication using pulse active width (PAW). In: 2011 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS. IEEE, ITA, pp. 21-26. ISBN 9781457707650 (https://doi.org/10.1109/BIOMS.2011.6052382)
Full text not available in this repository.Request a copyAbstract
This paper presents a new feature extraction method known as Pulse Active Width (PAW) implemented on electrocardiogram (ECG) for biometric authentication. This method is developed based on the concept of Pulse Width Modulation (PWM). A total of 196 ECGs from 98 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. It is shown that the PAW method outperforms conventional temporal feature extraction techniques
-
-
Item type: Book Section ID code: 41243 Dates: DateEvent28 September 2011PublishedSubjects: Technology > Electrical engineering. Electronics Nuclear engineering Department: Faculty of Engineering > Electronic and Electrical Engineering
Technology and Innovation Centre > Sensors and Asset ManagementDepositing user: Pure Administrator Date deposited: 26 Sep 2012 13:06 Last modified: 08 Apr 2024 12:59 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/41243