TY - GEN
T1 - Vital Signs Detection Using FMCW Radar
AU - Tekleab, Aaron
AU - Sanduleanu, Mihai
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Non-contact vital signs monitoring has recently attracted the interest of several research sectors such as medicine, signal processing, agriculture, etc. Several radar sensors with unique features have been put forward. Various algorithms have also been developed. In this paper, an algorithm that deploys filtering, compressed sensing (CS), and wavelet decomposition is proposed. For validation, a publicly available dataset that was recorded using a frequency-modulated continuous wave (FMCW) radar was used. The results of the algorithm are then compared to a dataset recorded by a clinically approved vital sign monitoring sensor that was synchronized with the FMCW radar sensor during data acquisition.
AB - Non-contact vital signs monitoring has recently attracted the interest of several research sectors such as medicine, signal processing, agriculture, etc. Several radar sensors with unique features have been put forward. Various algorithms have also been developed. In this paper, an algorithm that deploys filtering, compressed sensing (CS), and wavelet decomposition is proposed. For validation, a publicly available dataset that was recorded using a frequency-modulated continuous wave (FMCW) radar was used. The results of the algorithm are then compared to a dataset recorded by a clinically approved vital sign monitoring sensor that was synchronized with the FMCW radar sensor during data acquisition.
KW - CS
KW - Fast Fourier Transform (FFT)
KW - FMCWradar
KW - Intermediate frequency (IF)
KW - Vital signs
KW - Wavelet decomposition
UR - http://www.scopus.com/inward/record.url?scp=85146372158&partnerID=8YFLogxK
U2 - 10.1109/ICECTA57148.2022.9990258
DO - 10.1109/ICECTA57148.2022.9990258
M3 - Conference contribution
AN - SCOPUS:85146372158
T3 - 2022 International Conference on Electrical and Computing Technologies and Applications, ICECTA 2022
SP - 51
EP - 54
BT - 2022 International Conference on Electrical and Computing Technologies and Applications, ICECTA 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 International Conference on Electrical and Computing Technologies and Applications, ICECTA 2022
Y2 - 23 November 2022 through 25 November 2022
ER -