Title: Multiple-target analysis of adaptive detection of partially correlated χ² targets

Authors: Mohamed Bakry El Mashade

Addresses: Electrical Engineering Department, Faculty of Engineering, Al Azhar University, Nasr City, Cairo, Egypt

Abstract: Target radar characteristics are the driving force in the design and performance analysis of all radar systems. The fluctuation rate of a radar target may vary from essentially independent return amplitudes from pulse-to-pulse to significant variation only on a scan-to-scan basis. An important class of targets is represented by the so-called moderately fluctuating Rayleigh and χ² targets, which, when illuminated by a coherent pulse train, return a train of correlated pulses with a correlation coefficient in the range 0 < ρ < 1 (intermediate between SWII and SWI models in the case of Rayleigh targets) and (intermediate between SWIV and SWIII models in the case of χ² targets). The detection of partially correlated χ² targets with two and four degrees of freedom is therefore of great importance. This paper describes the detection performance analysis of the ordered-statistics (OS) based constant false alarm rate (CFAR) detectors for the case where the radar receiver post-detection integrates M pulses of an exponentially correlated signal from targets which exhibit χ² statistics with two and four degrees of freedom. Exact formulas for the detection probabilities are derived, in the absence as well as in the presence of spurious targets, which are assumed to be fluctuating in accordance with the χ² fluctuation model with the same degrees of freedom.

Keywords: partially-correlated chi² targets; constant false alarm rate; CFAR detectors; multiple target environments; post detection integration; ordered-statistics processors; multiple targets; radar targets; Rayleigh targets; detection performance; fluctuating pulse trains; target fluctuation.

DOI: 10.1504/IJSPACESE.2013.054450

International Journal of Space Science and Engineering, 2013 Vol.1 No.2, pp.142 - 176

Received: 23 Apr 2012
Accepted: 26 Jul 2012

Published online: 30 Apr 2014 *

Full-text access for editors Access for subscribers Purchase this article Comment on this article