Why the study?
How do different ECG-based biometric recognition algorithms perform for authentication across same and different training/testing sessions?
Population
Inhouse database of ECG recordings used for biometric authentication
Comparison
ECG-based biometric recognition algorithms vs Comparison among different algorithms and…
Design
Systematic_review
Authors
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Requires session-matched validation before ECG biometric use; extends algorithm benchmarks by quantifying cross-session degradation.
How do different ECG-based biometric recognition algorithms perform for authentication across same and different training/testing sessions?
ECG biometric recognition algorithms suffer performance degradation when training and testing data are from different sessions, though a few methods achieve single-digit equal error rates.
Odinaka et al. (2012) studied this question.
Synapse has enriched one closely related paper. Consider it for comparative context: