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A survey of mmWave-based human sensing: Technology, platforms and applications
With the rapid development of the Internet of Things (IoT) and the rise of 5G communication
networks and automatic driving, millimeter wave (mmWave) sensing is emerging and starts …
networks and automatic driving, millimeter wave (mmWave) sensing is emerging and starts …
A review of millimeter wave device-based localization and device-free sensing technologies and applications
The commercial availability of low-cost millimeter-wave (mmWave) communication and
radar devices is starting to improve the adoption of such technologies in consumer markets …
radar devices is starting to improve the adoption of such technologies in consumer markets …
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 …
Multi-modal fusion sensing: A comprehensive review of millimeter-wave radar and its integration with other modalities
Millimeter-wave (mmWave) radar, with its high resolution, sensitivity to micro-vibrations, and
adaptability to various environmental conditions, holds immense potential across multi …
adaptability to various environmental conditions, holds immense potential across multi …
A survey of mmwave radar-based sensing in autonomous vehicles, smart homes and industry
Sensing technology plays a crucial role in bridging the physical and digital worlds. By
transforming a multitude of physical phenomena into digital data, it significantly enhances …
transforming a multitude of physical phenomena into digital data, it significantly enhances …
[HTML][HTML] Deep learning and transfer learning for device-free human activity recognition: A survey
Device-free activity recognition plays a crucial role in smart building, security, and human–
computer interaction, which shows its strength in its convenience and cost-efficiency …
computer interaction, which shows its strength in its convenience and cost-efficiency …
mmGesture: Semi-supervised gesture recognition system using mmWave radar
Gesture recognition has found versatile applications in natural human–computer interaction
(HCI). Compared with traditional camera-based or wearable sensors-based solutions …
(HCI). Compared with traditional camera-based or wearable sensors-based solutions …
Xrf55: A radio frequency dataset for human indoor action analysis
Radio frequency (RF) devices such as Wi-Fi transceivers, radio frequency identification tags,
and millimeter-wave radars have appeared in large numbers in daily lives. The presence …
and millimeter-wave radars have appeared in large numbers in daily lives. The presence …
Radar-based human activity recognition with adaptive thresholding towards resource constrained platforms
Radar systems are increasingly being employed in healthcare applications for human
activity recognition due to their advantages in terms of privacy, contactless sensing, and …
activity recognition due to their advantages in terms of privacy, contactless sensing, and …
mTransSee: Enabling environment-independent mmWave sensing based gesture recognition via transfer learning
Gesture recognition using millimeter-wave radios facilitates natural human-computer
interactions, but existing works require a consistent environment, ie, the neural networks for …
interactions, but existing works require a consistent environment, ie, the neural networks for …