Wei-De He

A systematic evaluation of window lengths for photoplethysmography-based sleep staging

Sleep is vital for maintaining physiological functions and mental health. While photoplethysmography (PPG) from wearable devices offers a feasible solution for home-based sleep monitoring, existing methods primarily rely on overnight data acqui- sition, limiting their applicability in real-time sleep interventions. T...