5 citations · 5 across the 4 of their papers we have counts for
5 papers
High-Fidelity and Location-Robust Respiratory Waveform Monitoring with Single-Antenna WiFi
Hefei Wang, Jianwei Liu, Yinghui He +2
In recent years, WiFi sensing has been recognized as a promising technology to bring respiratory monitoring into everyday homes, thanks to its contactless nature and ubiquitous ava…
Meta-SimGNN: Adaptive and Robust WiFi Localization Across Dynamic Configurations and Diverse Scenarios
Qiqi Xiao, Ziqi Ye, Yinghui He +2
To promote the practicality of deep learning-based localization, existing studies aim to address the issue of scenario dependence through meta-learning. However, these studies prim…
FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients
Leming Shen, Qiang Yang, Kaiyan Cui +4
Federated Learning (FL) facilitates collaborative training of a shared global model without exposing clients' private data. In practical FL systems, clients (e.g., edge servers, sm…
A Framework for Behavior Privacy Preserving in Radio Frequency Signal
Jianwei Liu, Jinsong Han, Lei Yang +3
Recent years have witnessed the bloom development of the human-centered wireless sensing applications, in which some human information, such as the user's identity and motions, can…
Adversary Helps: Gradient-based Device-Free Domain-Independent Gesture Recognition
Jianwei Liu, Jinsong Han, Feng Lin +1
Wireless signal-based gesture recognition has promoted the developments of VR game, smart home, etc. However, traditional approaches suffer from the influence of the domain gap. Lo…