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Angle-Doppler processing using sparse regularization

Published • Jan 1, 2010
NobleIDNI1P41W26R59S26
Authors:
Ivan Selesnick
,
S.U. Pillai
,
Ke Yong Li

Abstract

The detection of moving objects on the ground by airborne radar is one application of space-time adaptive processing (STAP). The goal is to estimate the position and velocity of objects. This paper considers the problem as a linear inverse problem and uses ℓ 1 -norm regularization to promote sparsit...

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