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 …
leveraging Wi-Fi signal fluctuations induced by human activities and advanced neural …
Cross-domain, scalable, and interpretable rf device fingerprinting
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 …
fingerprinting system using a modified prototypical network (PTN) and an explanation …
mmRipple: Communicating with mmWave radars through smartphone vibration
This paper presents the design and implementation of mmRipple, which empowers
commodity mmWave radars with the communication capability through smartphone …
commodity mmWave radars with the communication capability through smartphone …
IDRes: Identity-Based Respiration Monitoring System for Digital Twins Enabled Healthcare
Currently, powerful and ubiquitous mobile devices provide an opportunity to map physical
conditions to cyberspace and realize Digital Twins enabled Healthcare (DTeH). Especially …
conditions to cyberspace and realize Digital Twins enabled Healthcare (DTeH). Especially …
XGait: Cross-Modal Translation via Deep Generative Sensing for RF-based Gait Recognition
Radio Frequency (RF)-based gait recognition has emerged as a promising technology to
authenticate individuals in a pervasive and unobtrusive way. However, a fundamental …
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 …
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
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 …
sensing has garnered significant attention in the fields of human–computer interaction and …
Towards ISAC-Empowered mmWave Radars by Capturing Modulated Vibrations
Integrated Sensing and Communication (ISAC) has emerged as a promising technology for
next-generation mobile networks. Towards ISAC, we develop mmRipple that empowers …
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 …
received extensive research and attention. Computer authentication techniques, such as …
Toward multi-user authentication using WiFi signals
User authentication nowadays has become an important support for not only security
guarantees but also emerging novel applications. Although WiFi signal-based user …
guarantees but also emerging novel applications. Although WiFi signal-based user …