Clustered Multi-Task Learning for Automatic Radar Target Recognition

Model training is a key technique for radar target recognition. Traditional model training algorithms in the framework of single task leaning ignore the relationships among multiple tasks, which degrades the recognition performance. In this paper, we propose a clustered multi-task learning, which ca...

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Veröffentlicht in:	Sensors (Basel, Switzerland) Jg. 17; H. 10; S. 2218
Hauptverfasser:	Li, Cong, Bao, Weimin, Xu, Luping, Zhang, Hua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland MDPI AG 27.09.2017 MDPI
Schlagworte:	Algorithms clustered multi-task learning high-resolution range profile (HRRP) radar automatic target recognition (RATR) synthetic aperture radar (SAR) Target recognition synthetic aperture radar (SAR) radar automatic target recognition (RATR) high-resolution range profile (HRRP) clustered multi-task learning
ISSN:	1424-8220, 1424-8220
Online-Zugang:	Volltext
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