Long-distance heart sound detection using 122 GHz CW radar with 3D printed high-gain antennas
Publikationstyp
Conference Paper
Date Issued
2023-01
Sprache
English
Institut
Start Page
34
End Page
36
Citation
IEEE Radio and Wireless Symposium (RWS 2023)
Contribution to Conference
Publisher DOI
Scopus ID
Publisher
IEEE
ISBN of container
978-1-6654-9344-4
This contribution presents a 122 GHz continuous wave (CW) radar system capable of detecting human heart sounds over a distance of at least five meters. A bidirectional long short-term memory (LSTM) neural network is used to extract precise inter-beat-intervals (IBIs) from the radar data. A small-scale human trial with two persons is carried out, and the resulting accuracy of the system is compared to a gold-standard electrocardiogram (ECG). The proposed system shows a mean absolute error of 5 ms and a standard deviation (SD) of 63 ms compared to the ECG IBIs.
Subjects
continuous wave radar
machine learning
vital sign detection
MLE@TUHH
DDC Class
004: Informatik
600: Technik
610: Medizin
620: Ingenieurwissenschaften