DETECTION OF RADAR TARGETS BY MEANS OF FRACTAL ERROR

Citation
Cp. Lin et al., DETECTION OF RADAR TARGETS BY MEANS OF FRACTAL ERROR, IEICE transactions on communications, E80B(11), 1997, pp. 1741-1748
Citations number
25
ISSN journal
09168516
Volume
E80B
Issue
11
Year of publication
1997
Pages
1741 - 1748
Database
ISI
SICI code
0916-8516(1997)E80B:11<1741:DORTBM>2.0.ZU;2-1
Abstract
Fractals provide a good description of natural scenes and objects base d on their statistically self-similar property. They are also used to discriminate natural or man-made objects because natural objects have a better fitting to the fractional Brownian motion (fBm) model than ar tificial objects. Sea clutter as natural phenomena well fit to the fBm to induce little error. On the other hand, targets as man-made object s induce much more error because they Frequently deviate from the fBm model. Therefore, the fractal error has a good characteristic to detec t targets buried in clutter. We modified the fractal error defined by Cooper to be suitable for radar image processing. For the X-band radar image, the performance of our proposed method is comparable to that o f the Cooper's method. For the millimeter wave (MMW) radar images, our method is better than the Cooper's one.