Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems

SM Hernandez, E Bulut - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
In this work, we evaluate the feasibility of deploying ubiquitous WiFi sensing systems at the
edge and consider the applicability of existing techniques on constrained edge devices and …

Human body pose estimation for gait identification: A comprehensive survey of datasets and models

LK Topham, W Khan, D Al-Jumeily… - ACM Computing Surveys, 2022 - dl.acm.org
Person identification is a problem that has received substantial attention, particularly in
security domains. Gait recognition is one of the most convenient approaches enabling …

Metafi++: Wifi-enabled transformer-based human pose estimation for metaverse avatar simulation

Y Zhou, H Huang, S Yuan, H Zou… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In the metaverse, digital avatar plays an important role in representing human beings for
various interaction with virtual objects and environments, which puts a high demand on …

A study on 3D human pose estimation using through-wall IR-UWB radar and transformer

GW Kim, SW Lee, HY Son, KW Choi - IEEE Access, 2023 - ieeexplore.ieee.org
In this paper, we propose a human pose estimation algorithm for an impulse radio ultra-
wideband (IR-UWB) radar based on the transformer-based deep learning model. We have …

RPM: RF-based pose machines

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

Efficient through-wall human pose reconstruction using UWB MIMO radar

Y Song, T Jin, Y Dai, X Zhou - IEEE Antennas and Wireless …, 2021 - ieeexplore.ieee.org
In this letter, we introduce ultrawideband (UWB) Pose, a through-wall human pose
reconstruction framework using UWB multiple-input--multiple-output (MIMO) radar. Previous …

3d radio imaging under low-rank constraint

Y He, D Zhang, Y Chen - … on Circuits and Systems for Video …, 2023 - ieeexplore.ieee.org
Radio frequency (RF) imaging has been of interest for years due to its ability to create
images of targets without being affected by weather and light conditions. The existing …

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 …

Md-pose: Human pose estimation for single-channel uwb radar

X Zhou, T Jin, Y Dai, Y Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Human pose estimation based on optical sensors is difficult to solve the situation under
harsh environments and shielding. In this paper, a Micro-Doppler (MD) based human pose …

Seeing the unseen: Wifi-based 2D human pose estimation via an evolving attentive spatial-Frequency network

YC Chen, ZK Huang, L Pang, JY Jiang-Lin… - Pattern Recognition …, 2023 - Elsevier
Camera-based human pose estimation has become popular due to its wide applications
and easy implementation. However, it is not applicable under several circumstances such as …