Articles with "admm net" as a keyword



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TFR Recovery From Incomplete Micro-Doppler Signal via AL-ADMM-Net

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3212739

Abstract: The micro-motion target echoes can be regarded as the accumulation of a few strong scattering points echoes, which are naturally sparse. Therefore, the compressed sensing (CS) reconstruction method can be used to analyze the incomplete… read more here.

Keywords: micro doppler; doppler signal; micro; incomplete micro ... See more keywords
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Target-Oriented SAR Imaging for SCR improvement via Deep MF-ADMM-Net

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3145568

Abstract: Synthetic Aperture Radar (SAR) is an important means for target surveillance through reconstructing the microwave image of the observation area. However, under the condition of low signal-to-clutter ratio (SCR), such as a strong sea clutter… read more here.

Keywords: improvement; sar imaging; target oriented; oriented sar ... See more keywords