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A two-stage physics-informed framework for open-set rogue emitter detection in edge-enabled WSNs

A physics-driven two-stage open-set radio frequency (RF) signal detection framework, termed OSR-SignalDet, is proposed, featuring a task decoupling paradigm, dedicated RF perception modules, and a prototype-based open-set metric learning head.

AMCATS: An adaptive rule-guided framework for dynamic multi-task allocation in heterogeneous satellite systems

Coupling structural scheduling knowledge with rule-guided coordination yields a robust, interpretable, and transferable solution for dynamic multi-task allocation.

Investigation into the Spectral Completion Algorithm Leveraging Dense Connection Autoencoders