A 20-subject LOSO study finds fused radar-thermal sensors reach 0.871 median balanced accuracy for bed presence but only 0.674 for four-class posture, with prone recall 0.50 and precision 0.41, concluding raw range-FFT access is the next hardware step.
SIDS and other sleep-related infant deaths: Updated 2016 recommendations for a safe infant sleeping environment,
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Sensor-Stack Limits on Contactless In-Bed Body Position: A 20-Subject Multimodal Radar + Thermal LOSO Characterization
A 20-subject LOSO study finds fused radar-thermal sensors reach 0.871 median balanced accuracy for bed presence but only 0.674 for four-class posture, with prone recall 0.50 and precision 0.41, concluding raw range-FFT access is the next hardware step.