mmFall: Fall Detection Using 4-D mmWave Radar and a Hybrid Variational RNN AutoEncoder - Jin, Feng; Sengupta, Arindam; Cao, Siyang (IEEE transactions on automation science and engineering, 2022)
Keywords: Activities of daily living; Anomalies; Anomaly detection; Cameras; Centroids; Conditional probability; Data collection; Doppler radar; Fall detection; False alarms; Inference; Labelling; millimeter wave (mmWave) radar; Millimeter waves; Older people; Privacy; Radar; Radar antennas; Radar data; Radar detection; Radar measurements; Randomness; recurrent autoencoder (RAE); Recurrent neural networks; semisupervised learning; Senior citizens; Sensors; Three-dimensional displays; variational autoencoder