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)

Abstract

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

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• Item metadata

  Item type:	Book Section
  ID code:	41243
  Dates:	Date Event 28 September 2011 Published
  Subjects:	Technology > Electrical engineering. Electronics Nuclear engineering
  Department:	Faculty of Engineering > Electronic and Electrical Engineering Technology and Innovation Centre > Sensors and Asset Management
  Depositing user:	Pure Administrator
  Date deposited:	26 Sep 2012 13:06
  Last modified:	08 Apr 2024 12:59
  Related URLs:	Scopus publication Event Event
  URI:	https://strathprints.strath.ac.uk/id/eprint/41243