Title :
The Fractal Properties of Sea Clutter and Their Applications in Maritime Target Detection
Author :
Feng Luo ; Danting Zhang ; Bo Zhang
Author_Institution :
Nat. Key Lab. of Sci. & Technol. on Radar Signal Process., Xidian Univ., Xi´an, China
Abstract :
This letter studies the fractal properties of sea clutter, mainly including the box-counting dimensions and multifractal spectra. Those properties of sea clutter with targets and sea clutter without targets are compared and found different, which enables us to develop methods to detect low-observable targets within sea clutter. An integral test is utilized to compare the multifractal spectra of sea clutter under different conditions. In practice, researchers can hardly get enough real data of variable signal-to-clutter ratio (SCR) to get systemic conclusions. Therefore, we construct new sea clutter series from real data with variable SCR. The results show that the detecting methods based on fractal analysis have strong performance of maritime target detection at very low SCR.
Keywords :
fractals; object detection; oceanographic techniques; radar clutter; remote sensing by radar; box-counting dimensions; fractal analysis; fractal properties; integral test; low-observable targets; maritime target detection; maritime target detection performance; method detection; method development; multifractal spectra; sea clutter properties; sea clutter series; systemic conclusions; variable SCR; variable signal-to-clutter ratio; very low SCR; Clutter; Fractals; Object detection; Radar; Sea measurements; Sea surface; Thyristors; Box-counting dimension; fractal; integral test; multifractal; sea clutter;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2013.2237750