Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos (2011) ECG biometric authentication using pulse active width (PAW). [Proceedings Paper]
Full text not available in this repository. (Request a copy from the Strathclyde author)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
| Item type: | Proceedings Paper |
|---|---|
| ID code: | 41243 |
| Keywords: | biometric measurements , security and medical applications , ECG, pulse active width, PAW, authentication , training , feature extraction , electrocardiography , databases , correlation , electroencephalography , Electrical engineering. Electronics Nuclear engineering |
| Subjects: | Technology > Electrical engineering. Electronics Nuclear engineering |
| Department: | Faculty of Engineering > Electronic and Electrical Engineering ?? 123 ?? |
| Related URLs: | |
| Depositing user: | Pure Administrator |
| Date Deposited: | 26 Sep 2012 14:06 |
| Last modified: | 14 Jun 2013 16:25 |
| URI: | http://strathprints.strath.ac.uk/id/eprint/41243 |
Actions (login required)
| View Item |