CAUTION: A Robust WiFi-based human authentication system via few-shot open-set recognition

D Wang, J Yang, W Cui, L Xie… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Existing channel-state information (CSI)-based human authentication systems in the
literature require a large amount of CSI data to train deep neural network (DNN) models and …

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 …

A survey of user authentication based on channel state information

Z Wang, W Dou, M Ma, X Feng, Z Huang… - Wireless …, 2021 - Wiley Online Library
Recently, human behavior sensing based on WiFi channel state information has drawn
more attention in the ubiquitous computing field because it can provide accurate information …

Person re-identification through Wi-Fi extracted radio biometric signatures

D Avola, M Cascio, L Cinque, A Fagioli… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Person re-identification (Re-ID) is a challenging task that tries to recognize a person across
different cameras, and that can prove useful in video surveillance as well as in forensics and …

[HTML][HTML] WiFi-Based Human Identification with Machine Learning: A Comprehensive Survey

M Mosharaf, JB Kwak, W Choi - Sensors, 2024 - mdpi.com
In the modern world of human–computer interaction, notable advancements in human
identification have been achieved across fields like healthcare, academia, security, etc …

Darknet on OpenCL: A multiplatform tool for object detection and classification

P Sowa, J Izydorczyk - Concurrency and Computation: Practice …, 2022 - Wiley Online Library
The goal of this article is to overview the challenges and problems on the way from the state‐
of‐the‐art CUDA accelerated neural network code to multi‐GPU code. For this purpose, the …

AI-assisted authentication: state of the art, taxonomy and future roadmap

G Zhu, Y Al-Qaraghuli - arXiv preprint arXiv:2204.12492, 2022 - arxiv.org
Artificial Intelligence (AI) has found its applications in a variety of environments ranging from
data science to cybersecurity. AI helps break through the limitations of traditional algorithms …

Device-Free Tracking through Self-Attention Mechanism and Unscented Kalman Filter with Commodity Wi-Fi

KP Nkabiti, Y Chen - Sensors, 2023 - mdpi.com
Recent advancements in target tracking using Wi-Fi signals and channel state information
(CSI) have significantly improved the accuracy and efficiency of tracking mobile targets …

Advanced Homological Analysis for Biometric Identification Using Accelerometer

K Yan, L Zhang, HC Wu - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Biometric information acquired by mobile devices has been explored for various emerging
applications in recent years. One of these new applications is advanced authentication. On …

Structural Health Monitoring, Smart Living, and Healthcare Applications Using Active and Passive RF Sensing Technologies

D Valerio de Queiroz Rodrigues - 2023 - ttu-ir.tdl.org
Radio-frequency (RF) sensing technologies play a critical role in our society as they enable
the exchange of information between the physical and the cyber domains. Among the …