Evaluating Accuracy in Five Commercial Sleep-Tracking Devices Compared to Research-Grade Actigraphy and Polysomnography.
Kyle A. KainecJamie CaccavaroMorgan BarnesChloe HoffAnnika BerlinRebecca M. C. SpencerPublished in: Sensors (2024)
Keyphrases
- improved accuracy
- real time
- miss rate
- tracking accuracy
- computational cost
- high accuracy
- error reduction
- neural network
- visual tracking
- computational efficiency
- motion model
- prediction accuracy
- particle filter
- computational complexity
- appearance model
- error rate
- motion analysis
- embedded systems
- context aware
- execution speed
- image sequences
- spatial and temporal resolution