4 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…
Sensing Framework Design and Performance Optimization with Action Detection for ISCC
Weiwei Chen, Yinghui He, Guanding Yu +2
Integrated sensing, communication, and computation (ISCC) has been regarded as a prospective technology for the next-generation wireless network, supporting humancentric intelligen…
Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment
Yuzhu Lei, Qiqi Xiao, Yinghui He +1
In massive multi-input multi-output (MIMO) systems, the main bottlenecks of location- and orientation-assisted beam alignment using deep neural networks (DNNs) are large training o…