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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Vydané v:	International journal of communication systems Ročník 37; číslo 6
Hlavní autori:	Paramasivam, Saranya, Kaliyaperumal, Vani
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Chichester Wiley Subscription Services, Inc 01.04.2024
Predmet:	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
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