SimHumalator: An open-source end-to-end radar simulator for human activity recognition

S Vishwakarma, W Li, C Tang… - IEEE Aerospace and …, 2021 - ieeexplore.ieee.org
Radio-frequency-based noncooperative monitoring of humans has numerous applications
ranging from law enforcement to ubiquitous sensing applications such as ambient assisted …

Augmenting experimental data with simulations to improve activity classification in healthcare monitoring

C Tang, S Vishwakarma, W Li, R Adve… - 2021 IEEE radar …, 2021 - ieeexplore.ieee.org
Human micro-Doppler signatures in most passive WiFi radar (PWR) scenarios are captured
through real-world measurements using various hardware platforms. However, gathering …

GAN based noise generation to aid activity recognition when augmenting measured WiFi radar data with simulations

S Vishwakarma, C Tang, W Li… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
This work considers the use of a passive WiFi radar (PWR) to monitor human activities. Real-
time uncooperative monitoring of people has numerous applications ranging from smart …

A simulation-based framework for the design of human activity recognition systems using radar sensors

S Waqar, M Pätzold - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Modern human activity recognition (HAR) systems are designed using large amounts of
experimental data. So far, real-data-driven or experimental-based HAR systems using Wi-Fi …

Rf-cm: Cross-modal framework for rf-enabled few-shot human activity recognition

X Wang, T Liu, C Feng, D Fang, X Chen - Proceedings of the ACM on …, 2023 - dl.acm.org
Radio-Frequency (RF) based human activity recognition (HAR) enables many attractive
applications such as smart home, health monitoring, and virtual reality (VR). Among multiple …

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 …

Simulation framework for activity recognition and benchmarking in different radar geometries

B Zhou, Y Lin, J Le Kernec, S Yang… - IET Radar, Sonar & …, 2021 - Wiley Online Library
Radar micro‐Doppler signatures have been proposed for human monitoring and activity
classification for surveillance and outdoor security, as well as for ambient assisted living in …

Comparison Between Wi-Fi-CSI and Radar-Based HAR

A Dahal, S Biswas, SZ Gurbuz… - 2024 IEEE Radar …, 2024 - ieeexplore.ieee.org
The use of radio-frequency (RF) sensors in systems centered around humans, such as
human-computer interfaces or smart environments, is an emerging field that aims to …

Midas: Generating mmwave radar data from videos for training pervasive and privacy-preserving human sensing tasks

K Deng, D Zhao, Q Han, Z Zhang, S Wang… - Proceedings of the …, 2023 - dl.acm.org
Millimeter wave radar is a promising sensing modality for enabling pervasive and privacy-
preserving human sensing. However, the lack of large-scale radar datasets limits the …

Simulation of human microDopplers using computer animation data

SS Ram, H Ling - 2008 IEEE Radar Conference, 2008 - ieeexplore.ieee.org
The capability to detect, track and monitor human activities in non-line-of-sight environments
is an important component of security and surveillance operations. The movement of the …