Radar-Jamming Classification in the Event of Insufficient Samples Using Transfer Learning
Radar has played an irreplaceable role in modern warfare. A variety of radar-jamming
methods have been applied in recent years, which makes the electromagnetic environment
more complex. The classification of radar jamming is critical for electronic counter-
countermeasures (ECCM). In the field of signal classification, machine learning-based
methods take great effort to find proper features as well as classifiers, and deep learning-
based methods depend on large training datasets. For the above reasons, an efficient …
methods have been applied in recent years, which makes the electromagnetic environment
more complex. The classification of radar jamming is critical for electronic counter-
countermeasures (ECCM). In the field of signal classification, machine learning-based
methods take great effort to find proper features as well as classifiers, and deep learning-
based methods depend on large training datasets. For the above reasons, an efficient …
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