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Recognition of conductive objects based on the characteristics of reflected electromagnetic wave

Authors :
V. M. Morozov
V. I. Magro
D. Lyasota
Source :
Radioelectronics and Communications Systems; Том 59, № 7 (2016); 293-300
Publication Year :
2016
Publisher :
Allerton Press, 2016.

Abstract

The problem of electromagnetic wave diffraction by the metal objects has been solved using integral equation technique. The diagrams of backward scattering have been plotted for four different objects. Based on the feature vector, which has been constructed by applying wavelet packet signal decomposition, a neural network has been trained. We have performed the testing of ability of the neural network to recognize the object depending on the noise level. Various methods of the feature vector forming have been considered.

Details

Language :
English
ISSN :
07352727 and 19348061
Database :
OpenAIRE
Journal :
Radioelectronics and Communications Systems
Accession number :
edsair.doi.dedup.....b15597bee2c86681ab67e7b9f56f8c6e