Title :
Unresolved Rayleigh target detection using monopulse measurements
Author :
Blair, W.D. ; Brandt-Pearce, M.
Author_Institution :
Naval Surface Warfare Center, Dahlgren, VA, USA
fDate :
4/1/1998 12:00:00 AM
Abstract :
When the returns from two or more targets interfere (i.e., the signals are not resolved in the frequency or time domains) in a monopulse radar system, the direction-of-arrival (DOA) estimate indicated by the monopulse ratio can wander far beyond the angular separation of the targets. Generalized maximum likelihood (GML) detection of the presence of unresolved Rayleigh targets is developed with probability density functions (pdfs) conditioned on the measured amplitude of the target echoes. The Neyman-Pearson detection algorithm uses both the in-phase and quadrature portions of the monopulse ratio and requires no a priori knowledge of the signal-to-noise ratio (SNR) or DOA of either target. Receiver operating characteristic (ROC) curves are given along with simulation results that illustrate the performance and application of the algorithm
Keywords :
direction-of-arrival estimation; maximum likelihood detection; radar detection; radar signal processing; radar tracking; DOA estimate; Neyman-Pearson detection algorithm; angular separation of targets; generalized maximum likelihood detection; in-phase portion; monopulse measurements; monopulse radar system; monopulse ratio; probability density functions; quadrature portion; receiver operating characteristic curves; simulation; target echo amplitudes; unresolved Rayleigh target detection; Density measurement; Detection algorithms; Direction of arrival estimation; Frequency estimation; Maximum likelihood detection; Maximum likelihood estimation; Object detection; Probability density function; Radar detection; Signal resolution;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on