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Small target detection within sea clutter based on fractal analysis

机译:基于分形分析的海杂波内的小目标检测

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Sea clutter refers to the signals returned from the wavy and turbulent rough sea surface. The radar returns from small targets, like submarine periscope or small boats, will be obscured by the sea clutter which makes the straightforward detection of targets, with small radar cross section, a difficult task. The conventional target detection schemes in the presence of sea clutter are mainly based on Hurst exponent, estimated utilizing the fractal characteristics of the received radar data. In the present study, a more robust signature measure is proposed based on fractal analysis of received radar data. The proposed target detection method is applied on actual sea clutter radar data and the performance is compared with the conventional Hurst parameter based method. The simulation results illustrate that the proposed method achieves better detection performance and is robust under varying sea conditions.
机译:海杂波是指从波浪和湍流汹涌的海面返回的信号。从小型目标(如潜艇潜望镜或小船)上的雷达回报将被海杂交遮挡,这使得靶向的直接检测,小雷达横截面,一项艰巨的任务。在海杂波存在中的传统目标检测方案主要基于HURST指数,利用所接收的雷达数据的分形特征来估计。在本研究中,基于接收的雷达数据的分形分析提出了一种更稳健的签名度量。所提出的目标检测方法应用于实际的海杂波雷达数据,并将性能与基于常规的赫斯特参数的方法进行比较。仿真结果表明,该方法达到了更好的检测性能,并且在不同的海洋状况下具有稳健性。

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