Title :
Soft Decision M-Pulse CFAR Detection in Weibull Clutter
Author :
Sheikholeslami, Azadeh ; Norouzi, Yaser ; Nayebi, Moahammad Mahdi
Author_Institution :
Sharif Univ. of Technol., Tehran
Abstract :
CFAR detector is an essential component in any radar system. This component ensures that the system may not be overloaded by false targets. In the past it was common to model the interfering signal (clutter) in a radar system with a Rayleigh distribution. But as a progress in the radar systems, nowadays the Rayleigh model is insufficient, therefore some other models such as Weibull and lognormal are proposed and CFAR detectors for these models are developed through the papers. But majority of these proposed CFAR detectors are derived for single pulse operation. When more than one pulse exists, it is proposed to use binary integrator to improve the performance. It is mentioned through literatures that binary integration leads to some losses. But alternative solutions are not discussed widely so much. In this paper we will introduce some soft rule for combining the statistic of different pulses in a single decision structure and will show out performance of this method in comparison with binary integration.
Keywords :
Weibull distribution; log normal distribution; radar clutter; Rayleigh distribution; Weibull clutter; binary integrator; constant false alarm rate detection; interfering signal model; lognormal model; radar system; soft decision M-pulse CFAR detection; Bismuth; Control systems; Detectors; Distribution functions; Radar clutter; Radar detection; Shape; Statistics; Telephony; Testing;
Conference_Titel :
Radar Conference, 2007 IEEE
Conference_Location :
Boston, MA
Print_ISBN :
1-4244-0284-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2007.374265