A survey on human behavior recognition using channel state information

Z Wang, K Jiang, Y Hou, W Dou, C Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recently, device-free human behavior recognition has become a hot research topic and has
achieved significant progress in the field of ubiquitous computing. Among various …

Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …

Mask does not matter: Anti-spoofing face authentication using mmWave without on-site registration

W Xu, W Song, J Liu, Y Liu, X Cui, Y Zheng… - Proceedings of the 28th …, 2022 - dl.acm.org
Face authentication (FA) schemes are universally adopted. However, current FA systems
are mainly camera-based and hence susceptible to face occlusion (eg, facial masks) and …

RF-identity: Non-intrusive person identification based on commodity RFID devices

C Feng, J Xiong, L Chang, F Wang, J Wang… - Proceedings of the ACM …, 2021 - dl.acm.org
Person identification plays a critical role in a large range of applications. Recently, RF based
person identification becomes a hot research topic due to the contact-free nature of RF …

WiHF: Gesture and user recognition with WiFi

C Li, M Liu, Z Cao - IEEE Transactions on Mobile Computing, 2020 - ieeexplore.ieee.org
User identified gesture recognition is a fundamental step towards ubiquitous WiFi based
sensing. We propose WiHF, which first simultaneously enables cross-domain gesture …

Sencom: Integrated sensing and communication with practical wifi

Y He, J Liu, M Li, G Yu, J Han, K Ren - Proceedings of the 29th Annual …, 2023 - dl.acm.org
Given the fact that WiFi-based sensing can be realized by reusing WiFi communication
facilities and communication frequency bands, integrated sensing and communication …

RFace: Anti-spoofing facial authentication using COTS RFID

W Xu, J Liu, S Zhang, Y Zheng, F Lin… - … -IEEE Conference on …, 2021 - ieeexplore.ieee.org
Current facial authentication (FA) systems are mostly based on the images of human faces,
thus suffering from privacy leakage and spoofing attacks. Mainstream systems utilize facial …

CSI-based human sensing using model-based approaches: a survey

Z Wang, Z Huang, C Zhang, W Dou… - Journal of …, 2021 - academic.oup.com
Currently, human sensing draws much attention in the field of ubiquitous computing, and
human sensing based on WiFi CSI (channel state information) becomes a hot research topic …

Wi-mesh: A wifi vision-based approach for 3d human mesh construction

Y Wang, Y Ren, Y Chen, J Yang - … of the 20th ACM Conference on …, 2022 - dl.acm.org
In this paper, we present, Wi-Mesh, a WiFi vision-based 3D human mesh construction
system. Our system leverages the advances of WiFi to visualize the shape and deformations …

Csi-net: Unified human body characterization and pose recognition

F Wang, J Han, S Zhang, X He, D Huang - arXiv preprint arXiv:1810.03064, 2018 - arxiv.org
We build CSI-Net, a unified Deep Neural Network~(DNN), to learn the representation of WiFi
signals. Using CSI-Net, we jointly solved two body characterization problems: biometrics …