Investigation of using linear and quadratic time-frequency representations for electromagnetic feature extraction with reduced aspect sensitivity

Turhan-Sayan G.

2003 IEEE International Antennas and Propagation Symposium and USNC/CNC/URSI North American Radio Science Meeting, Columbus, OH, Amerika Birleşik Devletleri, 22 - 27 Haziran 2003, cilt.2, ss.243-246 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 2
  • Basıldığı Şehir: Columbus, OH
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.243-246
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

The feasibility of using some well-known time-frequency representation (TFR) techniques besides the Wigner distribution (WD) was examined. Four different TFRs, the Gabor expansion (GE), the short time Fourier transform (STFT), the Page distribution (PD) and the WD, were used for feature extraction and target recognition based on the same set of target classes and the same reference database for fair comparison of the results. Among the four TFRs, the WD was found to be superior to other TFRs for the extraction of natural response related to electromagnetic target features with low aspect sensitivity and high target identification power.