A Novel Aggregated Multipath Extreme Gradient Boosting Approach for Radar Emitter Classification
IEEE Transactions on Industrial Electronics(2022)
摘要
Radar emitter classification (REC) plays an increasingly significant role in the electronic reconnaissance system. Due to there are many unreliable factors in traditional feature-based methods, this article focuses on improving the accuracy and stability of REC based on multipaths of original radar signals. A novel aggregated multipath extreme gradient boosting (AMP-XGBoost) is therefore put forwa...
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关键词
Radar,Feature extraction,Radar signal processing,Radar measurements,Radar countermeasures,Frequency modulation,Training
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