ELC uses evidential uncertainty to enable selective prediction in lifelong radar pulse classification, improving recall by up to 46% at low SNR compared to a Bayesian alternative.
Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting,
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ELC: Evidential Lifelong Classifier for Uncertainty Aware Radar Pulse Classification
ELC uses evidential uncertainty to enable selective prediction in lifelong radar pulse classification, improving recall by up to 46% at low SNR compared to a Bayesian alternative.