A review of millimeter wave device-based localization and device-free sensing technologies and applications

A Shastri, N Valecha, E Bashirov… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
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 …

Machine learning for healthcare radars: Recent progresses in human vital sign measurement and activity recognition

S Ahmed, SH Cho - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The unprecedented non-contact, non-invasive, and privacy-preserving nature of radar
sensors has enabled various healthcare applications, including vital sign monitoring, fall …

Radar-based human activity recognition with adaptive thresholding towards resource constrained platforms

Z Li, J Le Kernec, Q Abbasi, F Fioranelli, S Yang… - Scientific Reports, 2023 - nature.com
Radar systems are increasingly being employed in healthcare applications for human
activity recognition due to their advantages in terms of privacy, contactless sensing, and …

Recent advances in mmWave-radar-based sensing, its applications, and machine learning techniques: A review

A Soumya, C Krishna Mohan, LR Cenkeramaddi - Sensors, 2023 - mdpi.com
Human gesture detection, obstacle detection, collision avoidance, parking aids, automotive
driving, medical, meteorological, industrial, agriculture, defense, space, and other relevant …

Multitarget physical activities monitoring and classification using a V-band FMCW radar

VGR Varela, DVQ Rodrigues… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This work proposes a radar-based physical activities monitoring solution capable of
detecting, classifying, and counting the number of repetitions of multiple human subjects …

Multitarget detection and tracking by mitigating spot jammer attack in 77-ghz mm-wave radars: An experimental evaluation

DK Kumuda, GS Vandana… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Small form factor radar sensors at millimeter wavelengths find numerous applications in the
industrial and automotive sectors. These radar sensors provide improved range resolution …

Intelligent Millimeter-Wave System for Human Activity Monitoring for Telemedicine

AK Alhazmi, MA Alanazi, AH Alshehry, SM Alshahry… - Sensors, 2024 - mdpi.com
Telemedicine has the potential to improve access and delivery of healthcare to diverse and
aging populations. Recent advances in technology allow for remote monitoring of …

tinyradar for fitness: A contactless framework for edge computing

SS Yadav, R Agarwal, K Bharath… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Healthcare technology is evolving from a conventional hub-based system to a personalized
healthcare system accelerated by rapid advancements in smart fitness trackers. Modern …

Universal targeted adversarial attacks against mmwave-based human activity recognition

Y Xie, X Guo, Y Wang, J Cheng, Y Chen - Network Security Empowered …, 2024 - Springer
Artificial Intelligence (AI) has been the key driver in the rapid advancement of modern
networking technologies, encompassing both wired and wireless communication systems …

View-agnostic Human Exercise Cataloging with Single MmWave Radar

A Liu, YT Lin, K Sundaresan - Proceedings of the ACM on Interactive …, 2024 - dl.acm.org
Advances in mmWave-based sensing have enabled a privacy-friendly approach to pose
and gesture recognition. Yet, providing robustness with the sparsity of reflected signals has …