Chen-Zi Zhang

TAP-SNet: Lightweight Few-Shot Modulation Recognition via Selective Mamba Mechanism

Automatic Modulation Recognition (AMR) is a cornerstone of cognitive radio; however its practical deployment is often hindered by the scarcity of labeled data. While Few-Shot Learning (FSL) offers a promising solution, existing models are typically plagued by excessive computational overhead and large parameter volumes...