Cross-domain wifi sensing with channel state information: A survey

C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …

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 …

[PDF][PDF] Deep learning and its applications to WiFi human sensing: A benchmark and a tutorial

J Yang, X Chen, D Wang, H Zou, CX Lu, S Sun… - arXiv preprint arXiv …, 2022 - arxiv.org
WiFi sensing has been evolving rapidly in recent years. Empowered by propagation models
and deep learning methods, many challenging applications are realized such as WiFi-based …

SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing

J Yang, X Chen, H Zou, CX Lu, D Wang, S Sun, L Xie - Patterns, 2023 - cell.com
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving,
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …

GaitFi: Robust device-free human identification via WiFi and vision multimodal learning

L Deng, J Yang, S Yuan, H Zou… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
As an important biomarker for human identification, human gait can be collected at a
distance by passive sensors without subject cooperation, which plays an essential role in …

Autofi: Toward automatic wi-fi human sensing via geometric self-supervised learning

J Yang, X Chen, H Zou, D Wang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Wi-Fi sensing technology has shown superiority in smart homes among various sensors for
its cost-effective and privacy-preserving merits. It is empowered by channel state information …

Robust gait recognition based on deep cnns with camera and radar sensor fusion

Y Shi, L Du, X Chen, X Liao, Z Yu, Z Li… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
In recent years, gait recognition has emerged as an important and promising solution for
human identification. Generally, gait recognition is based on a single type of sensor, such as …

Wimans: A benchmark dataset for wifi-based multi-user activity sensing

S Huang, K Li, D You, Y Chen, A Lin, S Liu, X Li… - … on Computer Vision, 2025 - Springer
WiFi-based human sensing has exhibited remarkable potential to analyze user behaviors in
a non-intrusive and device-free manner, benefiting applications as diverse as smart homes …

MetaFi: Device-free pose estimation via commodity WiFi for metaverse avatar simulation

J Yang, Y Zhou, H Huang, H Zou… - 2022 IEEE 8th World …, 2022 - ieeexplore.ieee.org
Avatar refers to a representative of a physical user in the virtual world that can engage in
different activities and interact with other objects in metaverse. Simulating the avatar …

SecureSense: Defending adversarial attack for secure device-free human activity recognition

J Yang, H Zou, L Xie - IEEE Transactions on Mobile Computing, 2022 - ieeexplore.ieee.org
Deep neural networks have empowered accurate device-free human activity recognition,
which has wide applications. Deep models can extract robust features from various sensors …