A dual-sensor (mmWave radar plus 3D vibration) deep-learning system for privacy-preserving bathroom fall detection reports 95.0% accuracy and 87.8% recall on a new 3-hour dataset collected in a simulated bathroom.
Elderly fall detection systems: A literature survey,
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P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments
A dual-sensor (mmWave radar plus 3D vibration) deep-learning system for privacy-preserving bathroom fall detection reports 95.0% accuracy and 87.8% recall on a new 3-hour dataset collected in a simulated bathroom.