3 papers
eess.SP2026
Set-Prediction-Based J-Peak Detection for Pillow-Based Ballistocardiography
Shengwei Guo, Guobing Sun
J-peak detection in ballistocardiography (BCG) is a key component of unobtrusive heart rate monitoring during sleep. Most existing approaches formulate this task as a dense time-po…
eess.SP2026
MAD: A Multimodal and Multi-perspective Affective Dataset with Hierarchical Annotations
Shengwei Guo, Yunqing Qiao, Wenzhan Zhang +3
This work presents MAD (Multimodal Affection Dataset), a multimodal emotion dataset designed for affective computing and neurophysiological modeling. MAD is built upon synchronous…
eess.SP2025
SomnoNet: A Lightweight and Interpretable Framework for Sleep Staging Using Single-Channel EEG
Shengwei Guo, Guobing Sun
Automated sleep staging from single-channel electroencephalography (EEG) is attractive for scalable sleep assessment, but practical systems must jointly address accuracy, efficienc…