FedDePF: Decentralized Personalized Federated Few-Shot Learning for Specific Emitter Identification
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DOI: 10.1109/jiot.2025.3551335
Abstract: Specific emitter identification (SEI) enhances wireless communication security by identifying specific devices or signals to monitor anomalies effectively. However, data scarcity and heterogeneity challenge traditional centralized methods and few-shot learning (FSL), which depend on centralized… read more here.
Keywords: shot learning; feddepf; emitter identification; specific emitter ... See more keywords