Machine learning for healthcare radars: Recent progresses in human vital sign measurement and activity recognition
The unprecedented non-contact, non-invasive, and privacy-preserving nature of radar
sensors has enabled various healthcare applications, including vital sign monitoring, fall …
sensors has enabled various healthcare applications, including vital sign monitoring, fall …
An overview of algorithms for contactless cardiac feature extraction from radar signals: Advances and challenges
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 …
various future scenarios, such as smart home and in-cabin monitoring. Various contactless …
RFGAN: RF-based human synthesis
This paper demonstrates human synthesis based on the Radio Frequency (RF) signals,
which leverages the fact that RF signals can record human movements with the signal …
which leverages the fact that RF signals can record human movements with the signal …
Radar perception in autonomous driving: Exploring different data representations
With the rapid advancements of sensor technology and deep learning, autonomous driving
systems are providing safe and efficient access to intelligent vehicles as well as intelligent …
systems are providing safe and efficient access to intelligent vehicles as well as intelligent …
Multi-person passive wifi indoor localization with intelligent reflecting surface
The past years have witnessed increasing research interest in achieving passive human
localization with commodity WiFi devices. However, due to the fundamental limited spatial …
localization with commodity WiFi devices. However, due to the fundamental limited spatial …
T-HSER: Transformer Network Enabling Heart Sound Envelope Signal Reconstruction Based on Low Sampling Rate Millimeter Wave Radar
H Zhao, Y Ma, Y Han, C Tian… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The four stages (first heart sound (S1), systole, second heart sound (S2), and diastole) of
heartbeat sounds recorded by contact seismocardiogram (SCG) reflect the health of the …
heartbeat sounds recorded by contact seismocardiogram (SCG) reflect the health of the …
RFPose-OT: RF-based 3D human pose estimation via optimal transport theory
This paper introduces a novel framework, ie, RFPose-OT, to enable three-dimensional (3D)
human pose estimation from radio frequency (RF) signals. Different from existing methods …
human pose estimation from radio frequency (RF) signals. Different from existing methods …
isense: Enabling radar sensing under mutual device interference
Millimeter-wave (mmWave) radar has been widely used in wireless sensing due to its non-
contact nature, privacy preservation, and immunity to adverse lighting conditions. However …
contact nature, privacy preservation, and immunity to adverse lighting conditions. However …
RPM 2.0: RF-Based Pose Machines for Multi-Person 3D Pose Estimation
Advanced human sensing technologies based on radio frequency (RF) signals have gained
widespread attention in recent years. However, due to the sparsity and incompleteness of …
widespread attention in recent years. However, due to the sparsity and incompleteness of …
Non-intrusive human vital sign detection using mmwave sensing technologies: A review
Y Wu, H Ni, C Mao, J Han, W Xu - ACM Transactions on Sensor …, 2023 - dl.acm.org
Non-invasive human vital sign detection has gained significant attention in recent years, with
its potential for contactless, long-term monitoring. Advances in radar systems have enabled …
its potential for contactless, long-term monitoring. Advances in radar systems have enabled …