Fig. 4: Holistic evaluation of sleep-monitoring methods.
From: The future of sleep health: a data-driven revolution in sleep science and medicine

Some methods, such as PSG, are accurate but inappropriate for use in daily sleep monitoring, as they require professional set up and are intrusive. Other methods, such as bed sensors, are unobtrusive but more prone to noise than PSG.