What Really Breaks HR and HRV in Wearables

Wearable heart rate and HRV sensors are often blamed when data looks wrong, but real world errors are dominated by motion and contact instability. Across everyday use, movement overwhelms the pulse signal far more than skin tone or sunlight. The figures below show why HR and HRV break down in motion, and how modern multi wavelength PPG systems are designed to reduce that damage.