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Application of compressed sensing to SAR/GMTI-data

 
: Prünte, L.

Informationstechnische Gesellschaft -ITG-:
EUSAR 2010, 8th European Conference on Synthetic Aperture Radar. CD-ROM : 7 - 10 June 2010, Aachen, Germany
Berlin: VDE-Verlag, 2010
ISBN: 978-3-8007-3272-2
4 S.
European Conference on Synthetic Aperture Radar (EUSAR) <8, 2010, Aachen>
Englisch
Konferenzbeitrag
Fraunhofer FHR

Abstract
Compressed sensing (also known as Compressive sampling) is a new mathematical tool for data processing. This approach uses a priori knowledge on the sparsity of the data (in an arbitrary basis) for minimizing the necessary number of measurements. In this paper we introduce compressed sensing to the field of ground moving target indication and present first results using multichannel stripmap SAR-data. The approach is stable regarding noise and missing data.

: http://publica.fraunhofer.de/dokumente/N-203452.html