Title :
Fractal interpolation of radar signatures for detecting stationary targets in ground clutter
Author :
Butterfield, J.I.
Author_Institution :
Georgia Tech. Res. Inst., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
7/1/1991 12:00:00 AM
Abstract :
The fundamentals of fractal geometry are reviewed, and its application to the millimeter-wave radar detection of stationary targets in a clutter background is described. First, high-range-resolution (HRR) profiles are used to determine the fractal interpolation functions needed to create fractal signatures. The fractal dimension is then determined for these signatures. On the basis of the value of the fractal dimension, the signature is declared to represent either a target of interest or clutter. The results of a CFAR (constant false alarm rate) simulation are presented to illustrate the performance of the method. They indicate that the fractal dimension feature used seems to be independent of amplitude. Thus, the fractal dimension information combined with traditional amplitude processing techniques will improve probabilities of detection.<>
Keywords :
fractals; interpolation; probability; radar clutter; radar theory; signal detection; CFAR; constant false alarm rate; fractal geometry; fractal interpolation functions; ground clutter; high range resolution profile; millimeter-wave radar detection; probabilities of detection; radar signatures; simulation; stationary targets; Equations; Fractals; Image storage; Information geometry; Interpolation; Object detection; Radar clutter; Radar cross section; Radar detection; Radar signal processing;
Journal_Title :
Aerospace and Electronic Systems Magazine, IEEE