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ResNet-AE for Radar Signal Anomaly Detection

Radar signal anomaly detection is an effective method to detect potential threat targets. Given the low Accuracy of the traditional AE model and the complex network of GAN, an anomaly detection method based on ResNet-AE is proposed. In this method, CNN is used to extract features and learn the poten...

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Detalles Bibliográficos
Autores principales: Cheng, Donghang, Fan, Youchen, Fang, Shengliang, Wang, Mengtao, Liu, Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9416614/
https://www.ncbi.nlm.nih.gov/pubmed/36016010
http://dx.doi.org/10.3390/s22166249