HUDES
Human Detection Sensor
Project funded by:
Start date: Feb. 2017
Duration: 2 years
PROJECT OVERVIEW
The project revolves around a novel, unique, low cost and miniature contactless human detection sensor module, based on radar sensing and advanced detection of human vital signs and presence. This innovation will find its primary application in the transportation and auto industry, but can also be applied to various other industries and service sectors, ranging from entertainment venues such as cinemas and theaters to smart furniture in modern business environments.
We participated in development of novel algorithms for the estimation of heart rate using 24-GHz continuous-wave Doppler radar with quadrature architecture. The developed algorithms performed in real-time with high-accuracy estimation of beat-to-beat intervals (BBIs) and heart rate variability (HRV) features.
PARTICIPANTS
PUBLICATIONS
N. Malešević, V. Petrović, M. Belić, C. Antfolk, V. Mihajlović, M. Janković. "Contactless Real-Time Heartbeat Detection via 24 GHz Continuous-Wave Doppler Radar Using Artificial Neural Networks", Sensors, Vol. 20, No. 8, p. 2351, Apr, 2020. IF2020: 3.576. DOI: 10.3390/s20082351 [pdf]
V. L. Petrović, M. M. Janković, A. V. Lupšić, V. R. Mihajlović, J. S. Popović-Božović. "High-Accuracy Real-Time Monitoring of Heart Rate Variability Using 24 GHz Continuous-Wave Doppler Radar", IEEE Access, Vol. 7, pp. 74721-74733, Jun, 2019. IF2019: 3.745. DOI: 10.1109/ACCESS.2019.2921240 [pdf]
V. Petrović, N. Malešević, M. Janković, B. Petrović, V. Mihajlović. "System for Validation of Doppler Radar Sensors for Heartbeat and Respiration Monitoring", Proceedings of 4th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2017, pp. BTI1.6 1-5, Kladovo, Serbia, Jun, 2017. [pdf]