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User Authentication System based on Baseline-corrected ECG for Biometrics


Authors



Abstract

Recently, ECG-based user authentication technology, which is strong against forgery and falsification, has been actively studied compared to fingerprint and face authentication. It is impossible to measure the open ECG DB measured with expensive medical equipment in daily living, and the ECG measured with the developed device for easy ECG measurement has much noise. In this paper, we developed a device that easily measures the ECG for user authentication in everyday life, measured the ECG through the development equipment, adjusted the baseline correction of the measured ECG, extracted it from the adjusted ECG do. The proposed system includes the steps of obtaining ECGs, pre-processing ECG signals, segmenting the signals and extracting features thereof to evaluate user authentication performance. The ECG lead-u2160 was obtained from 100 subjects for 120 seconds while they were comfortably positioned. Although the maximum user authentication performance of the existing algorithm was EER of 1.82%, it was observed the maximum performance of the proposed user authentication system was 0.71% higher than the existing algorithm.


Keywords


Pages

Total Pages: 12

DOI
10.31209/2018.100000055


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Published

Online Article

JOURNAL INFORMATION


ISSN PRINT: 1079-8587
ISSN ONLINE: 2326-005X
DOI PREFIX: 10.31209
10.1080/10798587 with T&F
IMPACT FACTOR: 0.652 (2017/2018)
Journal: 1995-Present




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