Neural network techniques in electromagnetic target classification: A comparison study

Turhan-Sayan G., Ince T.

1999 IEEE Antennas and Propagation Society International Symposium, APSURSI 1999, Florida, United States Of America, 11 - 16 July 1999, vol.4, pp.2222-2225, (Full Text)

  • Publication Type: Conference Paper / Full Text
  • Volume: 4
  • Doi Number: 10.1109/aps.1999.789251
  • City: Florida
  • Country: United States Of America
  • Page Numbers: pp.2222-2225
  • Middle East Technical University Affiliated: Yes

Abstract

© 1999 IEEE.The performances of a self-organizing map classifier, a multilayer perceptron classifier and a conventional classifier, based on the well-known principal component analysis technique, are compared in classifying a group of model aircraft, according to their accuracy and their real-time classification speed.