Title :
Geolocation of Fast-Moving Objects From Satellite-Based Angle-of-Arrival Measurements
Author :
Hartzell, Stephen ; Burchett, Lee ; Martin, Richard ; Taylor, Clark ; Terzuoli, Andrew
Author_Institution :
Air Force Inst. of Technol., Dayton, OH, USA
Abstract :
Recently, satellite-based systems have been introduced that utilize angle-of-arrival (AOA) measurements to geo-locate objects of interest. In the previous work, we considered the application of nonlinear optimization to AoA-based geolocation to these systems. This previous work, however, assumed that all noise sources were independent. In the case of fast-moving objects, however, there is a significant source of error due to the propagation time inherent in satellite-based observation of objects due to the difference between the location of the object when it is observed by a satellite, and the location of the object when it emitted the signal that is being measured. This introduces a systematic error into the system that cannot be resolved by the system proposed by Burchett et al. In this paper, we extend our prior work to account for the time-delay inherent in satellite-based geolocation systems, making this system accurate for fast-movers as well as fixed or slow-moving objects. Results demonstrating significant improvement in geolocation performance both in terms of accuracy and estimated error bounds are presented.
Keywords :
direction-of-arrival estimation; object detection; fast-moving objects geolocation; nonlinear optimization; satellite-based angle-of-arrival measurements; satellite-based systems; slow-moving objects; Delay effects; Extraterrestrial measurements; Geology; Nonlinear optics; Satellites; Sensors; Time measurement; Angle of arrival; geolocation; propagation time; satellite; source localization;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2015.2438865