An efficient method of biometric matching using interpolated ECG data

Sidek, K, Sufi, F, Khalil, I and Al-Shammary, D 2010, 'An efficient method of biometric matching using interpolated ECG data', in Fatimah Ibrahim, Mohd Nasir Taib, Siti Zawiyah Md Dawal (ed.) Proceedings of the 2010 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES 2010), United States, 30 November-2 December 2010, pp. 330-335.


Document type: Conference Paper
Collection: Conference Papers

Title An efficient method of biometric matching using interpolated ECG data
Author(s) Sidek, K
Sufi, F
Khalil, I
Al-Shammary, D
Year 2010
Conference name Rehabilitation Engineering and Technology
Conference location United States
Conference dates 30 November-2 December 2010
Proceedings title Proceedings of the 2010 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES 2010)
Editor(s) Fatimah Ibrahim, Mohd Nasir Taib, Siti Zawiyah Md Dawal
Publisher IEEE
Place of publication United States
Start page 330
End page 335
Total pages 6
Abstract In this paper, a person identification method using electrocardiogram (ECG) is presented based on cubic spline interpolation method. Three different databases with two different sampling rates containing 36 ECG recordings were used for development and evaluation. Each ECG recording is divided into two segments: a segment for enrolment, and a segment for recognition. The ECG features are extracted from both the training dataset and the test dataset for model development and identification. Two ECG biometric algorithms which are Cross Correlation (CC) and Percent Root-Mean-Square Deviation (PRD) were used for performance evaluation. Results of experiments confirmed that the template matching using interpolation method achieved better accuracy (up to 4.46%) than the existing method without interpolation when using ECG data with lower sampling rate.
Subjects Pattern Recognition and Data Mining
Keyword(s) authentication mechanism
biometrics
cubic spline
ECG
interpolation
DOI - identifier 10.1109/IECBES.2010.5742255
Copyright notice © 2010 IEEE
ISBN 9781424476008
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