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September 1, 201373 citationsOpen Access

A preliminary study on continuous authentication methods for photoplethysmographic biometrics

ABAngelo BonissiRLRuggero Donida LabatiLPLuca Perico

Key Result

A biometric recognition method based on photoplethysmographic signals achieved an equal error rate of 5.29% for 40-second samples, demonstrating feasibility for continuous authentication systems.

Structured PICO

I
Intervention
Continuous authentication methods for photoplethysmographic biometrics

This preliminary study explores continuous authentication methods using photoplethysmographic biometrics.

Limitations

  • Small sample datasets
  • Low durability of biometric features over time requiring continuous enrollment strategies
  • Lack of public datasets of PPG signals with sufficient samples for evaluation

Abstract

Recent studies in biometrics focus on one dimensional physiological signals commonly acquired in medical applications, like electrocardiogram (ECG), electroencephalograms (EEG), phonocardiogram (PCG), and photoplethysmogram (PPG). In this context, an important application is in continuous authentication scenarios since physiological signals are frequently captured for long time periods in order to monitor the health status of the patients.

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Cite This Study

Bonissi et al. (2013) studied Biometric authentication (n=44). Photoplethysmographic (PPG) biometric recognition was evaluated on Equal Error Rate (EER) for 40-second samples (DB40). A biometric recognition method based on photoplethysmographic signals achieved an equal error rate of 5.29% for 40-second samples, demonstrating feasibility for continuous authentication systems.

synapsesocial.com/papers/6a1abbd4739ab56a9085e6d8https://doi.org/10.1109/bioms.2013.6656145
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Biometric authentication using photoplethysmography signals2016 · 53 citations
  2. 2A Survey of PPG's Application in Authentication2023 · 15 citations
  3. 3Novel Robust Photoplethysmogram-Based Authentication2022 · 18 citations
  4. 4Know Me by My Pulse: Toward Practical Continuous Authentication on Wearable Devices via Wrist-Worn PPG2025
  5. 5PPG Based Biometric Authentication System2024