Abnormal Dynamic Recognition of Space Targets from ISAR Image Sequences with SSAE-LSTM Network

Abnormal dynamics awareness of space targets is critical for space surveillance. With the intrinsic range-Doppler projection mechanism, an inverse synthetic aperture radar (ISAR) image sequence naturally has crucial potential for abnormal dynamics interpretation on uncooperative targets. In this pap...

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Bibliographic Details
Published in:	IEEE transactions on geoscience and remote sensing Vol. 61; p. 1
Main Authors:	Duan, Jia, Ma, Yan, Zhang, Lei, Xie, Pengfei
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.01.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	abnormal dynamic Aerospace electronics Artificial neural networks Computer architecture Doppler sonar Dynamics Feature extraction Image sequences Image sequencing Imaging Inverse synthetic aperture radar ISAR sequences LSTM Neural networks Radar imaging SAR (radar) Sequencing Space target Space vehicles SSAE
ISSN:	0196-2892, 1558-0644
Online Access:	Get full text
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