Skeleton-based human pose recognition using channel state information: A survey

Z Wang, M Ma, X Feng, X Li, F Liu, Y Guo, D Chen - Sensors, 2022 - mdpi.com
With the increasing demand for human-computer interaction and health monitoring, human
behavior recognition with device-free patterns has attracted extensive attention. The …

RFPose-OT: RF-based 3D human pose estimation via optimal transport theory

C Yu, D Zhang, Z Wu, Z Lu, C Xie, Y Hu… - Frontiers of Information …, 2023 - Springer
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 …

isense: Enabling radar sensing under mutual device interference

S Yang, D Zhang, Y Li, Y Hu, Q Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
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 …

RPM 2.0: RF-Based Pose Machines for Multi-Person 3D Pose Estimation

C Xie, D Zhang, Z Wu, C Yu, Y Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

Di-gesture: Domain-independent and real-time gesture recognition with millimeter-wave signals

Y Li, D Zhang, J Chen, J Wan, D Zhang… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Human gesture recognition using millimeter wave (mmWave) signals provides attractive
applications including smart home and in-car interfaces. While existing works achieve …

SBRF: A fine-grained radar signal generator for human sensing

J Li, D Zhang, Z Wu, C Yu, Y Li, Q Chen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
While deep learning-based RF perception has received significant attention in recent years,
the requirement for massive labeled RF data has hindered its further advancement. Despite …

Mobirfpose: Portable rf-based 3d human pose camera

C Yu, D Zhang, Z Wu, C Xie, Z Lu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Existing RF-based human pose estimation methods usually require intensive computations
and cannot meet the real-time processing and portability requirements for mobile devices …

Sonarguard: Ultrasonic face liveness detection on mobile devices

D Zhang, J Meng, J Zhang, X Deng… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Liveness detection has been widely applied in face authentication systems to combat
malicious attacks. However, existing methods purely depending on visual frames become …

RF-Search: Searching Unconscious Victim in Smoke Scenes with RF-enabled Drone

BB Zhang, D Zhang, R Song, B Wang, Y Hu… - Proceedings of the 29th …, 2023 - dl.acm.org
Toxic gases inhalation is the most common cause of death in fire scenes, which can make
people unconscious and unable to save themselves. Hence, discovering the unconscious …

Accurate human pose estimation using RF signals

C Xie, D Zhang, Z Wu, C Yu, Y Hu… - 2022 IEEE 24th …, 2022 - ieeexplore.ieee.org
Radio-frequency (RF) based human sensing technologies, due to their great practical value
in various applications and privacy-preserving nature, have gained tremendous attention in …