Xin-Yuan Liu

A Multigranularity Embedding Guided Open-Set Recognition for Fine-Grained Specific Emitter Identification

In wireless communication security, specific emitter identification (SEI) is a fundamental mechanism for device authentication and access regulation. Under open-set conditions, the model must discriminate devices observed during training and detect and reject previously unknown emitters, which may correspond to unautho...