Kai-Shuo Shen

Few-Shot Specific Emitter Identification Based on Dual Dynamic Universum Contrastive Learning

Specific emitter identification (SEI) is a critical technique for physical-layer security and is widely applied in non-cooperative communications and spectrum management. Current deep neural network approaches for SEI exhibit a strong dependence on labeled data. Moreover, due to subtle radio-frequency fingerprints, the...