Compressed Sensing for velocity measurement in MTI/MTD radar

The paper presents an analysis of a potential application of Compressed Sensing approach to the measurement of object velocity in an MTI/MTD radar. The number of simultaneously resolved reflecting objects in this setup is not high, which enables the sparsity-based approach. In the paper, several pro...

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Bibliographic Details
Published in2013 14th International Radar Symposium (IRS) Vol. 1; pp. 125 - 130
Main Author Misiurewicz, Jacek
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2013
Subjects
Clutter
Compressed sensing
Dictionaries
Doppler effect
Doppler radar
Radar measurements
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Summary:The paper presents an analysis of a potential application of Compressed Sensing approach to the measurement of object velocity in an MTI/MTD radar. The number of simultaneously resolved reflecting objects in this setup is not high, which enables the sparsity-based approach. In the paper, several problems of sparse frequency recovery are analyzed: selection of sampling instants, sensing matrix properties, recovery in the presence of ground and meteorological clutter.
ISBN:9781467348218
146734821X
ISSN:2155-5745
2155-5753