EventsThe 12th International Electronic Conference on Sensors and Applications
Published
This submission belongs to the session S7. Wearable Sensors and Healthcare Applications of the event The 12th International Electronic Conference on Sensors and Applications
Published date
07 Nov, 2025
Academic Editor
author-avatarJean-marc Laheurte
Citation
Gianluca Diana, Francesco Scardulla, Salvatore Pasta, Leonardo D'Acquisto, Analysis of the Second Derivative of the PPG Signal as Indicator of Vascular Aging, in Proceedings of The 12th International Electronic Conference on Sensors and Applications, 12 November–14 November 2025, MDPI: Basel, Switzerland, doi: 10.3390/ECSA-12-26557
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Analysis of the Second Derivative of the PPG Signal as Indicator of Vascular Aging

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1. Department of Engineering, University of Palermo, Viale delle Scienze, 90128, Palermo, Italy, Italy
Abstract

The second derivative of the photoplethysmographic signal presents five relevant points which provide information about the structural properties of arteries. This study investigates the ratio between the amplitude of the d wave (end of systole) and the a wave (beginning of systole) as a potential indicator of vascular aging. The research combines an in vitro study on silicone models with different stiffness and an in vivo study on volunteers aged between 26 to 63 years. The results showed a strong negative correlation between the d/a ratio and arterial stiffness, confirming the potential of this parameter as a noninvasive index for assessing vascular health status.

Keywords
Photoplethysmography (PPG)
Optical sensors
Second derivative PPG (SDPPG/APG)
Vascular aging
Arterial stiffness
Cardiovascular monitoring
Wearable devices
Signal processing
Manuscript
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