Title :
Monopulse-radar tracking of swerling III-IV targets using multiple observations
Author :
Chaumette, Eric ; Larzabal, Pascal
Author_Institution :
Thales Air Defence, RSTS, Bagneux
fDate :
4/1/2008 12:00:00 AM
Abstract :
This paper proposes a novel statistical prediction of monopulse errors (Levanon, 1988) for a radar Swerling III-IV target embedded in noise or noise jamming where multiple observations are available. First, the study of the maximum likelihood estimator (MLE) of the complex monopulse ratio for a Swerling III-IV target embedded in spatially white noise allows us to extend the use of the MLE practical approximate form introduced by Mosca (1969) for Swerling 0-I-II cases. Afterward, we derive analytical formulas for both the mean and variance of the MLE in approximate form conditioned by the usual detection step performed on the sum channel of a monopulse antenna. Last, we provide a comparison of target direction of arrival (DOA) estimation performance based on monopulse ratio estimation as a function of the Swerling model in the context of a multifunction radar.
Keywords :
direction of arrival estimation; jamming; maximum likelihood estimation; radar tracking; target tracking; Swerling III-IV target; Swerling model; direction of arrival estimation; maximum likelihood estimator; monopulse antenna; monopulse error; monopulse ratio estimation; monopulse-radar tracking; multifunction radar; noise jamming; statistical prediction; target tracking; Analysis of variance; Direction of arrival estimation; Jamming; Maximum likelihood detection; Maximum likelihood estimation; Performance analysis; Radar detection; Radar tracking; Target tracking; White noise;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2008.4560204