Contactless Heart and Respiration Rates Estimation and Classification of Driver Physiological States Using CW Radar and Temporal Neural Networks

• Published in: Sensors (Basel, Switzerland) Vol. 23; no. 23; p. 9457
• Main Authors: El Abbaoui, Amal, Sodoyer, David, Elbahhar, Fouzia
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 28.11.2023; MDPI
• Subjects: Bi-LSTM; Computer Science; CW radar; Electrocardiography; heart and respiration rate; Neural networks; physiological state; Radar systems; Respiration; Sensors; Signal and Image Processing; Signal processing; temporal neural networks; vital signs; Bi-LSTM; CRNN; CNN; temporal neural networks; vital signs; CW radar; heart and respiration rate; physiological state; TCN; vital signs CW radar heart and respiration rate physiological state temporal neural networks Bi-LSTM CNN TCN CRNN

The measurement and analysis of vital signs are a subject of significant research interest, particularly for monitoring the driver’s physiological state, which is of crucial importance for road safety. Various approaches have been proposed using contact techniques to measure vital signs. However, al...