How to Use

Your goal is to achieve the highest Signal Quality (SNR). Use the sliders to adjust the participant's characteristics and the sensor's settings. Observe how the PPG waveform and score change. Notice how LED intensity can compensate for challenges like darker skin tones.

Scientific Basis

This simulation's logic is derived from the quantitative findings in Charlton et al. (2025). The Signal-to-Noise Ratio (SNR) is calculated using coefficients from the paper's statistical models (specifically Table 5 and Figure 7):

  • Age: SNR increases by +0.12 dB per year.
  • Skin Tone: SNR decreases by -0.52 dB for each level on the Fitzpatrick scale.

References

Charlton, P. H., Marozas, V., Mejía-Mejía, E., Kyriacou, P. A., & Mant, J. (2025). Determinants of photoplethysmography signal quality at the wrist. *PLOS Digital Health, 4*(6), e0000585. https://doi.org/10.1371/journal.pdig.0000585