An overview of algorithms for contactless cardiac feature extraction from radar signals: Advances and challenges

Y Zhang, R Yang, Y Yue, EG Lim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Contactless cardiac monitoring has vast potential to replace contact-based monitoring in
various future scenarios, such as smart home and in-cabin monitoring. Various contactless …

Contactless real-time heartbeat detection via 24 GHz continuous-wave Doppler radar using artificial neural networks

N Malešević, V Petrović, M Belić, C Antfolk… - Sensors, 2020 - mdpi.com
The measurement of human vital signs is a highly important task in a variety of environments
and applications. Most notably, the electrocardiogram (ECG) is a versatile signal that could …

Contactless multiscale measurement of cardiac motion using biomedical radar sensor

J Qiao, F Qi, F Liang, J Ma, H Lv, X Yu… - Frontiers in …, 2022 - frontiersin.org
Introduction A contactless multiscale cardiac motion measurement method is proposed
using impulse radio ultra-wideband (IR-UWB) radar at a center frequency of 7.29 GHz …

Radar-based high-accuracy cardiac activity sensing

W Xia, Y Li, S Dong - IEEE Transactions on Instrumentation and …, 2021 - ieeexplore.ieee.org
Noncontact vital-sign telemonitoring by radar systems is applied more widely. When
considering the implementation of Doppler radar for more precise extraction of cardiac …

Non-contact cardiac parameters estimation using radar acoustics for healthcare iot

Y Rong, I Lenz, DW Bliss - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Novel use of radar acoustics for noncontact cardiac parameter estimation is presented as a
potentially invaluable addition to wireless sensor networks in Healthcare IoT. Here, radar …

Contactless person identification using cardiac radar signals

K Shi, C Will, R Weigel, A Koelpin - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Radar systems have been researched for the use of presence detection and contactless vital
sign monitoring. However, there exists no established biometrics for remote and unique …

ECG signal reconstruction using FMCW radar and a convolutional neural network for contactless vital-sign sensing

D Toda, R Anzai, K Ichige, R Saito… - IEICE Transactions on …, 2023 - search.ieice.org
A method of radar-based contactless vital-sign sensing and electrocardiogram (ECG) signal
reconstruction using deep learning is proposed. A radar system is an effective tool for …

ECG waveform generation from radar signals: A deep learning perspective

FA Chowdhury, MK Hosain, MSB Islam… - Computers in Biology …, 2024 - Elsevier
Cardiovascular diagnostics relies heavily on the ECG (ECG), which reveals significant
information about heart rhythm and function. Despite their significance, traditional ECG …

Contactless electrocardiogram monitoring with millimeter wave radar

J Chen, D Zhang, Z Wu, F Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The electrocardiogram (ECG) has always been an important biomedical test to diagnose
cardiovascular diseases. Current approaches for ECG monitoring are based on body …

Chest Wall Motion Model of Cardiac Activity for Radar-Based Vital-Sign-Detection System

S Fan, Z Deng - Sensors, 2024 - mdpi.com
An increasing number of studies on non-contact vital sign detection using radar are now
beginning to turn to data-driven neural network approaches rather than traditional signal …