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eess.SP2026
Overcoming Catastrophic Forgetting: Continual Learning for Radar Waveform Classification
Mohamed Rabie, Chinthana J. Panagamuwa, Konstantinos G. Kyriakopoulos
Automated radar waveform recognition classifies the waveform and modulation type of a received signal. As new waveform variants appear over time, a deployed classifier must learn t…
eess.SP2026
ELC: Evidential Lifelong Classifier for Uncertainty Aware Radar Pulse Classification
Mohamed Rabie, Chinthana Panagamuwa, Konstantinos G. Kyriakopoulos
Reliable radar pulse classification is essential in Electromagnetic Warfare for situational awareness and decision support. Deep Neural Networks have shown strong performance in ra…