Reconstruction of synthetic aperture radar data using hybrid compressive sensing and deep neural network algorithm

The reconstruction of reflectivity profile of the synthetic aperture radar (SAR) is an important field of research. SAR tomography is an advanced 3D imaging technique for the spectrum estimation in the elevation direction for each azimuth resolution cell. This work presents the processing chain for...

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Bibliographic Details

Published in:	International journal of communication systems Vol. 37; no. 6
Main Authors:	Paramasivam, Saranya, Kaliyaperumal, Vani
Format:	Journal Article
Language:	English
Published:	Chichester Wiley Subscription Services, Inc 01.04.2024
Subjects:	Algorithms Artificial neural networks Deep learning Errors Image reconstruction Imaging techniques Machine learning Radar data Radar imaging Resolution cell Synthetic aperture radar
ISSN:	1074-5351, 1099-1131
Online Access:	Get full text
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