物理学报2012,Vol.61Issue(16):70-79,10.
海杂波背景下小目标检测的分形方法
Small target detection in the background of sea clutter using fractal method
摘要
Abstract
Because the detecting of the small target in the background of sea clutter is strongly dependent on sea condition, in this article we use fractional Brownian motion to model IPIX sea clutter and combine multifractal detrended fluctuation analysis (MF-DFA) to determine the fractal parameters for analyzing fractal and multifractal property of IPIX sea clutter. Based on the fact that Hurst parameter and fractal dimension can reflect the fractal property of data, a new parameter named fractal differential which has difference when the sea clutter with or without target is defined, thereby solving the problem of small target in sea clutter background. By comparing the multifractal parameters of two sea clutter, the experimental results show that H(q) is a special value which is bigger than zero when the sea clutter has a small target but smaller than zero when the sea clutter has no target if q is bigger than ten. Another method is proposed by using the difference of H(q). Two methods in this article can solve the problem of strong dependence of detecting the small target in different sea conditions on sea condition.关键词
海杂波/分形/小目标检测/多重分形Key words
sea clutter/fractal/small target detection/multifractal分类
信息技术与安全科学引用本文复制引用
行鸿彦,龚平,徐伟..海杂波背景下小目标检测的分形方法[J].物理学报,2012,61(16):70-79,10.基金项目
国家自然科学基金(批准号:61072133)和江苏省“传感网与现代气象装备”优势学科建设项目资助的课题. ()