TUBİTAK Adresli Yayınlar Topluluğu
Published January 1, 2007 | Version v1
Conference paper Open

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

Creators

  • 1. C2Tech, TUBITAK TEKSEB C201 Gebze, TR-41470 Kocaeli, Turkey
  • 2. Informat Technol Res Inst, TUBITAK TEKSEB C201 Gebze, TR-41470 Kocaeli, Turkey
  • 3. Istanbul Tech Univ, Fac Elect & Electr Engn, TR-80626 Istanbul, Turkey

Description

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.

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