DocumentCode :
526262
Title :
Applying the decision trees to radar targets recognition
Author :
Matuszewski, Jan
Author_Institution :
Inst. of Radioelectron., Mil. Univ. of Technol., Warsaw, Poland
fYear :
2010
fDate :
16-18 June 2010
Firstpage :
1
Lastpage :
4
Abstract :
Electronic Support Measure (ESM) systems have been used to passively detect electromagnetic emission from airborne, shipborne, and landborne platforms. The paper describes a method of an automatic radar target recognition based on following principal stages: digital signal processing, feature extraction and selection and applying a combination of decision tree, minimum distance classifier and knowledge base.
Keywords :
Classification algorithms; Classification tree analysis; Radar antennas; Radar applications; Support vector machine classification; decision trees; knowlwdge base; target recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Symposium (IRS), 2010 11th International
Conference_Location :
Vilnius, Lithuania
ISSN :
2155-5754
Print_ISBN :
978-1-4244-5613-0
Type :
conf
Filename :
5547502
Link To Document :
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