Compressive Sensing for radar STAP

• Published in: 2013 IEEE Radar Conference (RadarCon13) pp. 1 - 4
• Main Authors: Picciolo, Michael L., Goldstein, J. Scott, Myrick, Wilbur L.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.04.2013
• Subjects: Compressed sensing; Interference; Jamming; Radar; Signal to noise ratio; Vectors; Wiener filters

We present a technique that merges Compressive Sensing and Wiener filtering (denoted as CS-Wiener) and compares it to standard Wiener filtering (denoted as Std-Wiener) in radar detection and estimation in a Space-Time Adaptive Processing application. The method leverages an inherent similarity in th...