Performance analysis of maximum likelihood CFAR detection for Gaussian mixture type clutter


Sari F., Sari N., Celebi M. E., Kayran A. H.

9th International Symposium on Signal Processing and its Applications, Sharjah, Birleşik Arap Emirlikleri, 12 - 15 Şubat 2007, ss.1166-1167 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Sharjah
  • Basıldığı Ülke: Birleşik Arap Emirlikleri
  • Sayfa Sayıları: ss.1166-1167
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

In a previous work, we have proposed to use a generalized Gaussian Mixture (GAP distribution for modelling the sea clutter. In this work, we analyze the performance of the proposed method for the CF4R and per non-CFAR cases. In order to evaluate the performance of the proposed metho, we derive the probability of false alarm P-fa. The Cramer Rao Bound (CRB), which is used to predict the performance of a given system, is also given.