Deep transfer learning with graph neural network for sensor-based human activity recognition

T Liao, J Zhao, Y Liu, K Ivanov… - … on Bioinformatics and …, 2022 - ieeexplore.ieee.org
The sensor-based human activity recognition (HAR) in mobile application scenarios is often
confronted with variation in sensing modalities and deficiencies in annotated samples. To …

A deep learning based lightweight human activity recognition system using reconstructed WiFi CSI

X Chen, Y Zou, C Li, W Xiao - IEEE Transactions on Human …, 2024 - ieeexplore.ieee.org
Human activity recognition (HAR) is a key technology in the field of human–computer
interaction. Unlike systems using sensors or special devices, the WiFi channel state …

[HTML][HTML] Non-Contact Heart Rate Monitoring Method Based on Wi-Fi CSI Signal

J Sun, X Bian, M Li - Sensors, 2024 - mdpi.com
This paper introduces an innovative non-contact heart rate monitoring method based on Wi-
Fi Channel State Information (CSI). This approach integrates both amplitude and phase …

A Method of Self-Supervised Denoising and Classification for Sensor-Based Human Activity Recognition

L Lu, T Deng - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Human activity recognition (HAR) is an important subfield of pervasive computing and
pattern recognition. While researchers have achieved remarkable results in feature …

Wital: A COTS WiFi devices based vital signs monitoring system using NLOS sensing model

X Zhang, Y Gu, H Yan, Y Wang, M Dong… - … on Human-Machine …, 2023 - ieeexplore.ieee.org
Vital sign (breathing and heartbeat) monitoring is essential for patient care and sleep
disease prevention. Most current solutions are based on wearable sensors or cameras; …

WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework

X Zhang, J Huang, H Yan, P Zhao, G Zhuang… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent years have witnessed a growing interest in Wi-Fi-based gesture recognition.
However, existing works have predominantly focused on closed-set paradigms, where all …

A Model for Assessing Network Asset Vulnerability Using QPSO-LightGBM

X Li, Y Gu, C Wang, P Zhao - arXiv preprint arXiv:2403.07029, 2024 - arxiv.org
With the continuous development of computer technology and network technology, the scale
of the network continues to expand, the network space tends to be complex, and the …

RA-ICM: A Novel Independent Cascade Model Incorporating User Relationships and Attitudes

X Li, Y Guo, J He, J Zhao, C Wang - arXiv preprint arXiv:2403.06385, 2024 - arxiv.org
The rapid development of social networks has a wide range of social effects, which
facilitates the study of social issues. Accurately forecasting the information propagation …

Exploring the Independent Cascade Model and Its Evolution in Social Network Information Diffusion

J He, Y Guo, J Zhao - arXiv preprint arXiv:2405.10322, 2024 - arxiv.org
This paper delves into the paramount significance of information dissemination within the
dynamic realm of social networks. It underscores the pivotal role of information …

Wital: Contactless Real-time Vital Signs Monitoring System Using COTS WiFi Devices

Y Gu, X Zhang, H Yan, Z Liu, F Ren - Authorea Preprints, 2023 - techrxiv.org
Vital sign (breathing and heartbeat) monitoring is essential for patient care and sleep
disease prevention. Most current solutions are based on wearable sensors or cameras; …