Radar perception in autonomous driving: Exploring different data representations

S Yao, R Guan, Z Peng, C Xu, Y Shi, Y Yue… - ar** review of the models, datasets and metrics
A Nocera, L Senigagliesi, M Raimondi… - IEEE …, 2024 - ieeexplore.ieee.org
In the field of physiological signals monitoring and its applications, non-contact technology is
often proposed as a possible alternative to traditional contact devices. The ability to extract …

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 …

Advancing Remote Sensing for Health Monitoring: A Novel Framework for Precise Vital Sign Detection via IR-UWB Radar

Y Wang, J Liang - IEEE Journal of Selected Topics in Applied …, 2024 - ieeexplore.ieee.org
The impulse-radio ultra-wideband (IR-UWB) radar is ideally suitable for noncontact
monitoring of respiratory rate and heart rate due to its noninvasive nature and high …

radarODE: An ODE-Embedded Deep Learning Model for Contactless ECG Reconstruction from Millimeter-Wave Radar

Y Zhang, R Guan, L Li, R Yang, Y Yue… - arxiv preprint arxiv …, 2024 - arxiv.org
Radar-based contactless cardiac monitoring has become a popular research direction
recently, but the fine-grained electrocardiogram (ECG) signal is still hard to reconstruct from …

Non-contact monitoring of human cardiorespiratory activity during sleep using FMCW millimeter wave radar

EK Wu, QG Fan, MC Li, JH Zhang, J Jia, T Qiang… - Measurement, 2025 - Elsevier
Millimeter wave radar can be utilized for non-contact, long-term, and accurate health
monitoring. This paper presents an application for vital signs detection including respiratory …

Accurate Radar-Based Heartbeat Measurement Using Higher Harmonic Components

I Iwata, K Sumi, Y Tanaka, T Sakamoto - arxiv preprint arxiv:2407.07380, 2024 - arxiv.org
This study proposes a radar-based heartbeat measurement method that uses the absolute
value of the second derivative of the complex radar signal, rather than its phase, and the …

A Cross-Modal Autoencoder for Contactless Electrocardiography Monitoring Using Frequency-Modulated Continuous Wave Radar

KC Liu, SY Peng, Y Tsao, CY Liu, ZA Chen… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
While traditional electrocardiogram (ECG) monitoring provides vital clinical information, its
electrode-based setup restricts patient movement. To address this limitation, contactless …

A Deterministic Method for Contactless Monitoring of Vital Signs Using Multiple FMCW Radars in the 24 GHz Band

E Vignoli, P Di Viesti, GM Vitetta - IEEE Access, 2025 - ieeexplore.ieee.org
In this manuscript, the problem of estimating human vital signs through a plurality of single-
input multiple-output frequency modulated continuous wave radars is investigated. A novel …

A Novel Method for Estimating Heart Rate Variability Through a Multiple-Input Multiple-Output FMCW Radar

E Vignoli, G Guerzoni, GM Vitetta - IEEE Access, 2024 - ieeexplore.ieee.org
In this manuscript, the problem of assessing the heart rate variability (HRV) of a single
subject using a colocated multiple-input multiple-output radar of frequency modulated …