Title :
Prescreening during image formation for ultrawideband radar
Author :
Kaplan, Lance M. ; McClellan, James H. ; Oh, Seung-Mok
Author_Institution :
Center for Theor. Studies of Phys. Syst., Clark Atlanta Univ., GA, USA
fDate :
1/1/2002 12:00:00 AM
Abstract :
Standard radar image formation techniques waste computational resources by full resolving all areas of the scene, even regions of benign clutter. We introduce a multiscale prescreener algorithm that runs as part of the image formation processing step for ultrawideband (UWB) synthetic aperture radar (SAR) systems. The prescreener processes intermediate radar data generated by a quadtree backprojection image former. As the quadtree algorithm iterates, it is resolving increasingly finer subpatches of the scene. After each quadtree stage, the prescreener makes an estimate of the signal-to-background ratio of each subpatch and applies a constant false alarm rate (CFAR) detector to decide which ones might contain a target of interest. Whenever the prescreener determines that a subpatch is not near a detection, it cues the image former to terminate further processing of that subpatch. Using a small database of UWB radar field data, we demonstrate that the prescreener is able to decrease the overall computational load of the image formation process. We also show that the new multiscale prescreener method produces fewer false alarms than the conventional two-parameter CFAR prescreener applied to the completely formed image
Keywords :
computational complexity; divide and conquer methods; image segmentation; interpolation; iterative methods; motion compensation; radar computing; radar imaging; radar target recognition; synthetic aperture radar; automatic target recognition; computational complexity; computational load; constant false alarm rate detector; divide-and-conquer decomposition; hybrid algorithm; image fidelity; mosaic tiling strategy; motion compensation; multiscale detection; multiscale prescreener algorithm; quadtree backprojection image former; radar image formation; signal-to-background ratio; synthetic aperture radar systems; ultrawideband radar; Detectors; Image resolution; Layout; Radar clutter; Radar detection; Radar imaging; Signal resolution; Synthetic aperture radar; Ultra wideband radar; Ultra wideband technology;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on