Title :
Performance of moving target parameter estimation using SAR
Author :
Pettersson, Mats I. ; Sjogren, Thomas K. ; Vu, Viet T.
Author_Institution :
Blekinge Inst. of Technol. Karlskrona, Karlskrona, Sweden
Abstract :
Synthetic aperture radar (SAR) gives not only the opportunity to image targets with high resolution but also to measure their position and velocity. Without acceleration (constant speed), the position and velocity both in range and azimuth can be estimated using a multichannel SAR system. This paper introduces a method to find the lower bound on variance of estimate of position and velocity for targets. The method is based on the assumptions needed for the Craḿer-Rao lower bound (CRLB). The method works for both narrowband (NB) and ultrawideband (UWB) SAR systems. For demonstration, a monostatic single-channel UWB SAR system operating at low frequency is used. Thus, only lower bounds for estimate variance of azimuth, range, and relative speed are derived.
Keywords :
image resolution; parameter estimation; radar imaging; radar resolution; synthetic aperture radar; ultra wideband radar; CRLB; Cramer-Rao lower bound; NB synthetic aperture radar system; high resolution image targets; monostatic single-channel UWB SAR system; moving target parameter estimation performance; multichannel SAR system; narrowband SAR system; position estimation variance; ultrawideband SAR system; velocity estimation variance; Acceleration; Azimuth; Backscatter; Clutter; Correlation; Noise; Synthetic aperture radar;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2015.120327