舰载雷达高分辨率处理后的背景噪声分布

Z. Zhong
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引用次数: 0

摘要

当高分辨率算法应用于舰载雷达时,高分辨率算法在高分辨率处理前的非线性和分布特性决定了高分辨率处理后背景杂波的分布特性以及处理后的探测器设计。提出了海杂波一阶布拉格线和二阶分量的统计模型。然后利用高阶累积量对实测数据进行统计验证,得出舰船雷达高分辨率前的背景噪声符合正态分布的结论。采用改进的基于AIC规则的最小熵杂波特征识别方法确定高分辨率后的数值域分布。该识别方法具有较高的识别率。验证了预白化music高分辨率后的背景噪声符合对数正态分布。
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Background noise distribution after high-resolution processing in ship-borne radar
When high-resolution algorithm is applied in ship-borne radar, high-resolution algorithm's non-linearity and distributional characteristics before high-resolution processing determine background clutter's distributional characteristics after high-resolution and detector design afterwards. The statistical model of first-order Bragg lines and second order components of sea clutter is put forward. Then by using higher-order cumulative quantity's statistical verification of actually measured data, it is concluded that background noise before high-resolution conforms to normal distribution in ship-borne radar. The numerical domains distribution after high-resolution is determined by improved minimum entropy clutter characteristics recognition method based on rule AIC. This identification method has higher recognition rate. It is verified that background noise after high-resolution by pre-whitened-MUSIC conforms to lognormal distribution.
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