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Maritime Target Recognition Based on Fuzzy Clustering Analytical Method

机译:基于模糊聚类分析法的海上目标识别

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摘要

The fuzzy clustering analytical method based on fuzzy equivalent relation has been described in this paper, the principle, model and procedure of this fuzzy clustering analytical method are illustrated in detail. All moving targets at sea have been classified. Based on this fuzzy clustering analytical method, the maritime targets of the specific characteristics are carried out clustering analysis. The result of calculation shows that this method is feasible and effective. Target I can be judged as one aircraft carrier, target X as one oil drilling platform. Analyzing the targets further can be identified as: the targets II ,HI are two destroyers; IV, V are two frigates; VI,VII,IX are three guided missile boats; VI is an auxiliary vessel. The method can be also applied to other fields, such as biology characteristic, character identification and pattern identification etc..
机译:描述了基于模糊等价关系的模糊聚类分析方法,详细说明了该模糊聚类分析方法的原理,模型和过程。所有海上移动目标均已分类。基于这种模糊聚类分析方法,对具有特定特征的海上目标进行聚类分析。计算结果表明该方法可行,有效。可以将目标I判断为一艘航空母舰,将目标X判断为一个石油钻井平台。进一步分析目标可以确定为:目标II,HI是两艘驱逐舰。 IV,V是两艘护卫舰; VI,VII,IX是三艘制导导弹艇; VI是辅助船。该方法还可以应用于其他领域,例如生物学特性,字符识别和模式识别等。

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