Eui-Jong Kim

Real-Time Fall Detection in Indoor Environments Using FMCW Radar and Lightweight Ensemble CNN on Edge Devices

A privacy-preserving, real-time fall detection system using a frequency-modulated continuous wave radar sensor and a lightweight convolutional neural network architecture deployed on an edge device indicates the feasibility of privacy-preserving on-device fall detection, while validation with older adults and in real l...