Suppression of Log-Normal Distributed Weather Clutter Observed by an S-Band Radar

S. Sayama, S. Ishii
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引用次数: 16

Abstract

We have observed weather clutter containing targets (ships) using an S-band radar with a frequency 3.05 GHz, a beam width 1.8°, and a pulsewidth 0.5 μs. To investigate the weather clutter amplitude statistics, we introduce the Akaike Information Criterion (AIC). We have found that the weather clutter amplitudes obey the log-normal, Weibull, and log-Weibull distributions with the shape parameters of 0.308 to 0.470, 4.42 to 4.51, and 15.91 to 16.44, respectively, for small data within the beam width of an antenna. We have proposed the log-normal/CFAR circuit modified a Cell-Averaging (CA) LOG/CFAR circuit. It is found that weather clutter is suppressed with improvement of 51.58 dB by log-normal/CFAR. As a result, we have showed that weather clutter observed by S-band radar does not obey the Rayleigh distribution and our log-normal/CFAR circuit has an effect on suppression of clutter and detection of target, while conventional LOG/CFAR circuit does not. In addition, if our circuit can be realized, we will have an advantage economically.
s波段雷达观测对数正态分布天气杂波的抑制
我们使用频率为3.05 GHz、波束宽度为1.8°、脉冲宽度为0.5 μs的s波段雷达观测了包含目标(船舶)的天气杂波。为了研究天气杂波的幅值统计,引入了赤池信息准则(Akaike Information Criterion, AIC)。我们发现,对于天线波束宽度范围内的小数据,天气杂波振幅服从对数正态分布、威布尔分布和对数威布尔分布,其形状参数分别为0.308 ~ 0.470、4.42 ~ 4.51和15.91 ~ 16.44。我们提出了一种改进Cell-Averaging (CA) LOG/CFAR电路的LOG -normal/CFAR电路。结果表明,对数正态/CFAR对天气杂波的抑制效果提高了51.58 dB。结果表明,s波段雷达观测到的天气杂波不服从瑞利分布,并且我们的对数正态/CFAR电路具有抑制杂波和探测目标的作用,而传统的LOG/CFAR电路则没有。此外,如果我们的电路能够实现,我们将具有经济上的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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