CoSCF: Gradient-Aware Surrogate Optimization for Task-Oriented Collaborative Sensing
Multi-view WiFi sensing enhances robustness over single-link sensing, but transmitting all intermediate features incurs prohibitive communication overhead. Existing compression methods lack mechanisms to quantify per-view task relevance, making uniform compression inefficient for task-oriented sensing. Therefore, we fo...