Radar clutter classification using Kohonen neural network

Radar clutter classification using Kohonen neural network

This paper is concerned with the discrimination of radar clutter. We first present a classification procedure based on the Kohonen neural network which allows to distinguish between several classes of clutter statistics. Some experimental results are presented to illustrate the performance of the pr...

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Hauptverfasser: Jakubiak, A, Arabas, J, Grabczak, K, Radomski, D, Swiderski, J.F
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Applied sciences
Digital signal processing
Electrical engineering computing
Exact sciences and technology
Neural computing techniques
Other topics in statistics
Radar theory
Radiolocalization and radionavigation
Signal processing and detection
Statistics
Telecommunications
Telecommunications and information theory
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Beschreibung
Zusammenfassung:This paper is concerned with the discrimination of radar clutter. We first present a classification procedure based on the Kohonen neural network which allows to distinguish between several classes of clutter statistics. Some experimental results are presented to illustrate the performance of the proposed classifier.
ISSN:0537-9989
DOI:10.1049/cp:19971658