Beyond Average Accuracy: Motion-Related Failure Patterns in Wrist-Worn Photoplethysmographic Heart-Rate Monitoring
Wrist-worn photoplethysmography (PPG) enables unobtrusive heart rate monitoring, but motion-related errors tend to cluster under specific conditions and are often masked by aggregate accuracy metrics. This study characterized those failure patterns and assessed whether wrist-sensor features could identify unreliable es...