Unveiling the Biometric Potential of Finger-Based ECG Signals
Instituto Politécnico de Lisboa · Instituto de Telecomunicações · +1 more institution
Abstract
The ECG signal has been shown to contain relevant information for human identification. Even though results validate the potential of these signals, data acquisition methods and apparatus explored so far compromise user acceptability, requiring the acquisition of ECG at the chest. In this paper, we propose a finger-based ECG biometric system, that uses signals collected at the fingers, through a minimally intrusive 1-lead ECG setup recurring to Ag/AgCl electrodes without gel as interface with the skin. The collected signal is significantly more noisy than the ECG acquired at the chest, motivating the application of feature extraction and signal processing techniques to the problem. Time domain ECG signal…
Citation impact
- FWCI
- 23.75
- Percentile
- 100%
- References
- 13
Authors
3- ALAndré LourençoCorresponding
Instituto Politécnico de Lisboa, Instituto de Telecomunicações, Instituto Superior Técnico
- HSHugo Silva
Instituto Politécnico de Lisboa, Instituto de Telecomunicações, Instituto Superior Técnico
- AFAna Fred
Instituto Politécnico de Lisboa, Instituto de Telecomunicações, Instituto Superior Técnico
Topics & keywords
- Normalization (sociology)
- Computer science
- Biometrics
- Heartbeat
- Artificial intelligence
- Pattern recognition (psychology)
- Waveform
- Signal processing
- Quality Education