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Signal Quality of Reflective-Mode Photoplethysmograms Across Anatomical Sites
Federica Ricci1,2, Cecilia Vivarelli3, Eugenio Mattei2
1Department of Industrial, Electronic and Mechanical Engineering, Roma Tre University, 00146 Rome, Italy.
Sensors (Basel, Switzerland)
|May 27, 2026
Summary
This study shows that facial sites like the lips and nose offer reflective photoplethysmography (PPG) signal quality comparable to the finger for monitoring heart rate and SpO2.
Area of Science:
- Biomedical Engineering
- Physiological Monitoring
- Optical Sensing
Background:
- Reflective-mode photoplethysmography (PPG) offers non-invasive physiological monitoring.
- PPG performance is influenced by perfusion, temperature, and tissue optical properties.
- Conventional sites like the finger and wrist have limitations.
Purpose of the Study:
- To systematically evaluate reflective-mode PPG signal quality at various anatomical sites.
- To identify optimal locations for accurate heart rate (HR) and pulse transit time (PTT) estimation.
- To explore non-conventional sites as alternatives for PPG acquisition.
Main Methods:
- Acquired PPG signals from finger, wrist, ear, nose, temple, upper lip, and lower lip using two commercial sensors.
- Quantified signal quality using Skewness, Kurtosis, Perfusion Index, and Shannon entropy.
- Computed HR and PTT, assessing accuracy across different sites and wavelengths.
Main Results:
- Skewness and Perfusion Index proved most informative for signal quality assessment.
- The finger exhibited the best signal quality, while the wrist was most challenging.
- Facial regions (lips, nose, temple) showed quality comparable to the finger.
- HR estimation was most accurate with GREEN wavelength, with lower lip yielding lowest error.
- PTT was longest at finger/wrist and shortest at lips.
Conclusions:
- Non-conventional anatomical sites, particularly facial regions, show significant potential for reflective-mode PPG.
- These sites offer comparable signal quality to the finger, providing alternatives to traditional locations.
- Optimizing PPG acquisition at diverse sites can enhance non-invasive physiological monitoring capabilities.

