Title :
Applying the decision trees to radar targets recognition
Author :
Matuszewski, Jan
Author_Institution :
Inst. of Radioelectron., Mil. Univ. of Technol., Warsaw, Poland
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;
Conference_Titel :
Radar Symposium (IRS), 2010 11th International
Conference_Location :
Vilnius, Lithuania
Print_ISBN :
978-1-4244-5613-0