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 …
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 …
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 …
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 …
pattern recognition. While researchers have achieved remarkable results in feature …
Wital: A COTS WiFi devices based vital signs monitoring system using NLOS sensing model
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; …
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 …
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 …
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 …
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 …
dynamic realm of social networks. It underscores the pivotal role of information …
Wital: Contactless Real-time Vital Signs Monitoring System Using COTS WiFi Devices
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; …
disease prevention. Most current solutions are based on wearable sensors or cameras; …