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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Bibliographic Details

Published in:	Sensors (Basel, Switzerland) Vol. 17; no. 10; p. 2218
Main Authors:	Li, Cong, Bao, Weimin, Xu, Luping, Zhang, Hua
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 27.09.2017 MDPI
Subjects:	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 Access:	Get full text
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