Physics-Guided Attention in a Lightweight TCN for Efficient WiFi CSI-Based Human Activity Recognition 事件

Physics-Guided Attention in a Lightweight TCN for Efficient WiFi CSI-Based Human Activity Recognition arXiv:2606.01834v1 Announce Type: new Abstract: Human Action Recognition (HAR) using WiFi Channel State Information (CSI) has gained increasing attention due to its non-contact, low-cost, and privacy-preserving nature. However, existing learning-based approaches largely rely on deep, computationally intensive architectures to implicitly capture motion dynamics from CSI measurements, thereby inc