Dengxi Wang

Node Attention-Embedded Broad Learning Method for Few-Shot Specific Emitter Identification

2025 · IEEE Communications Letters

In non-cooperative communication reconnaissance scenarios, the limited number of intercepted signals introduces the few-shot specific emitter identification (SEI) problem. Deep learning-based SEI methods are prone to overfitting, resulting in poor recognition performance under few-shot conditions. …