Detection and recognition of the targets by means of use the signal polarization properties

Volodymyr I. Ponomaryov, Ricardo Peralta Fabi, Anatoly V. Popov, Mikhail F. Babakov

Producción científica: Contribución a una revistaArtículo de la conferenciarevisión exhaustiva

2 Citas (Scopus)

Resumen

The quality of radar target recognition can be enhanced by exploiting its polarization signatures. A specialized X-band polarimetric radar was used for target recognition in experimental investigations. The following polarization on characteristics connected to the object geometrical properties were investigated: the amplitudes of the polarization matrix elements; an anisotropy coefficient; depolarization coefficient; asymmetry coefficient; the energy of a backscattering signal; object shape factor. A large quantity of polarimetric radar data was measured and processed to forma database of different object and different weather conditions. The histograms of polarization signatures were approximated by a Nakagami distribution, then used for real-time target recognition. The Neyman-Pearson criterion was used for the target detection, and the criterion of the maximum of a posterior probability was used for recognition problem. Some results of experimental verification of pattern recognition and detection of objects with different electrophysical and geometrical characteristics urban in clutter are presented in this paper.

Idioma originalInglés
Páginas (desde-hasta)283-291
Número de páginas9
PublicaciónProceedings of SPIE - The International Society for Optical Engineering
Volumen3718
EstadoPublicada - 1999
EventoProceedings of the 1999 Automatic Target Recognition IX - Orlando, FL, USA
Duración: 7 abr. 19999 abr. 1999

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