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The Compressive Sensing (CS) is a mean to solve simultaneously detection and estimation problems. It has been applied mainly in source Direction of Arrival (DOA) estimation problems where the amount of data to be handled is reasonably small. This is not the case in Knowledge-Aid Space Time Adaptive Processing (KA-STAP) which is widely used for ground clutter suppression and targets detection in airborne...
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