Device-free activity recognition plays a crucial role in smart building, security, and human– computer interaction, which shows its strength in its convenience and cost-efficiency …
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving, ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
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 …
L Deng, J Yang, S Yuan, H Zou… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
As an important biomarker for human identification, human gait can be collected at a distance by passive sensors without subject cooperation, which plays an essential role in …
Metaverse seamlessly integrates the real world with the virtual world and allows avatars to carry out rich activities including creation, display, entertainment, social, and trading. It …
J Yang, X Chen, H Zou, D Wang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Wi-Fi sensing technology has shown superiority in smart homes among various sensors for its cost-effective and privacy-preserving merits. It is empowered by channel state information …
J Yang, Y Zhou, H Huang, H Zou… - 2022 IEEE 8th World …, 2022 - ieeexplore.ieee.org
Avatar refers to a representative of a physical user in the virtual world that can engage in different activities and interact with other objects in metaverse. Simulating the avatar …
J Yang, H Zou, L Xie - IEEE Transactions on Mobile Computing, 2022 - ieeexplore.ieee.org
Deep neural networks have empowered accurate device-free human activity recognition, which has wide applications. Deep models can extract robust features from various sensors …