Title :
Radar detection of targets located in a coherent K distributed clutter background
Author :
Pentini, F. Aluffi ; Farina, A. ; Zirilli, F.
Author_Institution :
Dept. of Math. Methods & Models for Appl. Sci., Sch. of Eng., Rome Univ., Italy
fDate :
6/1/1992 12:00:00 AM
Abstract :
The paper describes a model for a coherent K distributed clutter by considering a coherent multidimensional Gaussian probability density function where its standard deviation is not known a priori but is itself a random variable with a Gamma distribution. Subsequently, the problems of detecting an a priori known target and a Swerling zero target model embedded in a coherent K distributed clutter are considered. The corresponding detectors based on the likelihood ratio test are evaluated. A mixed numerical and simulation procedure is set up to evaluate the receiver operating characteristics of the processor. The detection probability versus the signal-to-clutter power ratio, having as parameters the probability of false alarm and the clutter skewness, is evaluated for a number of processed pulses
Keywords :
probability; radar clutter; signal detection; Gamma distribution; Swerling zero target model; clutter skewness; coherent K distributed clutter; detection probability; false alarm probability; likelihood ratio test; multidimensional Gaussian probability density function; numerical method; radar detection; random variable; receiver operating characteristics; signal-to-clutter power ratio; simulation; standard deviation; target detection;
Journal_Title :
Radar and Signal Processing, IEE Proceedings F