Title :
The influence of target acceleration on velocity estimation in dual-channel SAR-GMTI
Author :
Sharma, Jayanti J. ; Gierull, Christoph H. ; Collins, Michael J.
Author_Institution :
Dept. of Geomatics Eng., Univ. of Calgary, Alta., Canada
Abstract :
This paper investigates the effects of target acceleration on estimating the velocity vector of a ground moving target from single-pass dual-channel synthetic aperture radar data. Although vehicles traveling on roads and highways routinely experience acceleration, the majority of estimation algorithms assume a constant velocity scenario, which may result in erroneous estimates of target velocity. It is shown that under most conditions, acceleration has only minor effects on the estimation of across-track velocity using along-track interferometric phase. However, under the assumption of constant velocity, acceleration may significantly bias the estimate of along-track velocity. The influence of both along-track and across-track accelerations is examined through simulations of an airborne geometry and experimental data from Environment Canada´s airborne CV 580 dual-channel synthetic aperture radar system.
Keywords :
airborne radar; matched filters; radiowave interferometry; remote sensing by radar; synthetic aperture radar; target tracking; velocity measurement; Environment Canada; across-track velocity; airborne CV 580 radar; airborne geometry; airborne radar; along-track interferometry; along-track velocity; dual-channel SAR-GMTI; ground moving target; matched filters; parameter estimation; radiowave interferometry; single-pass dual-channel synthetic aperture radar; target acceleration; velocity vector estimation; Acceleration; Matched filters; Phase estimation; Radar imaging; Radar remote sensing; Remote monitoring; Road transportation; Road vehicles; Spaceborne radar; Synthetic aperture radar; Airborne radar; interferometry; matched filters; parameter estimation; synthetic aperture radar (SAR); velocity measurement;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2005.859343