Fast Narrowband RFI Suppression Algorithms for SAR Systems via Matrix-Factorization Techniques.

IEEE Transactions on Geoscience and Remote Sensing(2019)

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摘要
A synthetic aperture radar (SAR) system is severely affected by radio frequency systems, such as TV and cellular networks. Previous studies showed that narrowband radio frequency interference (RFI) is low rank and used the nuclear norm as a low-rank regularization to extract the RFI from the received signal. However, the nuclear norm is not an appropriate approximation of the true rank function. H...
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关键词
Narrowband,Sparse matrices,Synthetic aperture radar,Matrix decomposition,Approximation algorithms,Frequency measurement,Azimuth
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