Title :
Cramér-Rao lower bounds for monopulse calibration using clutter returns
Author :
Prasanth, R.K. ; Titi, G.W.
Author_Institution :
Adv. Inf. Technol., BAE Syst. Inc., Burlington, MA, USA
Abstract :
Successful geolocation of ground moving targets utilizing monopulse techniques requires accurate characterization of the array manifold (i.e. monopulse response to off-boresight targets) and antenna pointing information. Utilizing techniques similar, in spirit, to those applied in synthetic aperture radar (SAR) to estimate the Doppler centroid of an image, we develop techniques to accurately estimate azimuth monopulse slope and boresight shift of an airborne ground moving target indicator (GMTI) antenna utilizing clutter returns from normally scheduled CPIs that are also used for target detection and geolocation. A statistical signal model is developed for the clutter returns as observed through the monopulse channels. Cramér-Rao lower bounds (CRLB) are developed for monopulse slope and boresight shift and compared to CRLB developed with SAR centroiding techniques as summarized in the literature. Analytical and numerical CRLB results show potential gains of one to two orders of magnitude at moderate to high clutter to noise ratios for a sum-difference system.
Keywords :
Doppler radar; antennas; calibration; object detection; synthetic aperture radar; Cramer-Rao lower bounds; Doppler centroid; GMTI antenna; airborne ground moving target indicator; antenna pointing information; array manifold; azimuth monopulse slope; boresight shift; clutter returns; ground moving target geolocation; monopulse calibration; monopulse response; off-boresight targets; statistical signal model; synthetic aperture radar; target detection; Airborne radar; Aircraft navigation; Calibration; Clutter; Computer errors; Global Positioning System; Inertial navigation; Radar antennas; Radar tracking; Spaceborne radar;
Conference_Titel :
Radar Conference, 2010 IEEE
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-5811-0
DOI :
10.1109/RADAR.2010.5494462