Review of few-shot learning application in CSI human sensing

Z Wang, J Li, W Wang, Z Dong, Q Zhang… - Artificial Intelligence …, 2024 - Springer
Wi-Fi sensing has garnered increasing interest for its significant advantages, primarily
leveraging Wi-Fi signal fluctuations induced by human activities and advanced neural …

Cross-domain, scalable, and interpretable rf device fingerprinting

T Zhao, X Wang, S Mao - IEEE INFOCOM 2024-IEEE …, 2024 - ieeexplore.ieee.org
In this paper, we propose a cross-domain, scalable, and interpretable radio frequency (RF)
fingerprinting system using a modified prototypical network (PTN) and an explanation …

mmRipple: Communicating with mmWave radars through smartphone vibration

K Cui, Q Yang, Y Zheng, J Han - Proceedings of the 22nd International …, 2023 - dl.acm.org
This paper presents the design and implementation of mmRipple, which empowers
commodity mmWave radars with the communication capability through smartphone …

IDRes: Identity-Based Respiration Monitoring System for Digital Twins Enabled Healthcare

K Fang, J Qiu, T Wang, K Zheng, L Xing… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Currently, powerful and ubiquitous mobile devices provide an opportunity to map physical
conditions to cyberspace and realize Digital Twins enabled Healthcare (DTeH). Especially …

XGait: Cross-Modal Translation via Deep Generative Sensing for RF-based Gait Recognition

H Yang, M Han, M Jia, Z Sun, P Hu, Y Zhang… - Proceedings of the 21st …, 2023 - dl.acm.org
Radio Frequency (RF)-based gait recognition has emerged as a promising technology to
authenticate individuals in a pervasive and unobtrusive way. However, a fundamental …

Multi-WiIR: Multi-user identity legitimacy authentication based on WiFi device

Z Wei, Y Dong - Future Internet, 2024 - mdpi.com
With the proliferation of WiFi devices, WiFi-based identification technology has garnered
attention in the security domain and has demonstrated initial success. Nonetheless, when …

CATFSID: A few-shot human identification system based on cross-domain adversarial training

Z Wei, W Chen, W Tao, S Ning, B Lian, X Sun… - Computer …, 2024 - Elsevier
With the advancement of wireless sensing technology, human identification based on WiFi
sensing has garnered significant attention in the fields of human–computer interaction and …

Towards ISAC-Empowered mmWave Radars by Capturing Modulated Vibrations

K Cui, Q Yang, L Shen, Y Zheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Integrated Sensing and Communication (ISAC) has emerged as a promising technology for
next-generation mobile networks. Towards ISAC, we develop mmRipple that empowers …

An intelligent identity authentication method based on mouse trajectory and wireless signal

J Zhang, R Bai - Digital Signal Processing, 2024 - Elsevier
Identify authentication is an important component of computer security systems and has
received extensive research and attention. Computer authentication techniques, such as …

Toward multi-user authentication using WiFi signals

H Kong, L Lu, J Yu, Y Chen, X Xu… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
User authentication nowadays has become an important support for not only security
guarantees but also emerging novel applications. Although WiFi signal-based user …