Radar Clutter Suppression Solution Based on ICA

It has been a hard task in radar signal processing to detect dim moving targets in a very strong clutter background. This paper presents a new radar clutter suppression solution based on independent component analysis technique to estimate independent components (signals) and separate clutter signal...

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Published in2013 Fourth International Conference on Intelligent Systems Design and Engineering Applications pp. 429 - 432
Main Author Luo Qian
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2013
Subjects
agent
Clutter
decision support system
human resource management system
Independent component analysis
multi-agent system
Radar clutter
Radar imaging
Signal to noise ratio
Vectors
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DOI10.1109/ISDEA.2013.502

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Abstract It has been a hard task in radar signal processing to detect dim moving targets in a very strong clutter background. This paper presents a new radar clutter suppression solution based on independent component analysis technique to estimate independent components (signals) and separate clutter signal from the observed low signal to noise ratio radar echo. The problems of the sequence order ambiguity and sign uncertainty encountered in the practical use of independent component analysis for signal component separation have been solved by applying kurtosis criterion to separate basis signals. Simulation results show that this method can efficiently suppress strong clutter and detect dim moving target signals.
AbstractList It has been a hard task in radar signal processing to detect dim moving targets in a very strong clutter background. This paper presents a new radar clutter suppression solution based on independent component analysis technique to estimate independent components (signals) and separate clutter signal from the observed low signal to noise ratio radar echo. The problems of the sequence order ambiguity and sign uncertainty encountered in the practical use of independent component analysis for signal component separation have been solved by applying kurtosis criterion to separate basis signals. Simulation results show that this method can efficiently suppress strong clutter and detect dim moving target signals.
Author Luo Qian
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Snippet It has been a hard task in radar signal processing to detect dim moving targets in a very strong clutter background. This paper presents a new radar clutter...
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StartPage 429
SubjectTerms agent
Clutter
decision support system
human resource management system
Independent component analysis
multi-agent system
Radar clutter
Radar imaging
Signal to noise ratio
Vectors
Title Radar Clutter Suppression Solution Based on ICA
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