基于模糊聚类分析方法的海上目标识别

Jiang Ning, Feng Jie
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引用次数: 0

摘要

本文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、模型和步骤。所有海上移动目标都已被分类。基于这种模糊聚类分析方法,对海事目标的具体特征进行了聚类分析。计算结果表明,该方法是可行和有效的。目标I可以判断为一艘航空母舰,目标X可以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为两艘驱逐舰;IV, V是两艘护卫舰;六、七、九是三艘导弹艇;VI是辅助船。该方法还可应用于其他领域,如生物特性、性状鉴定和模式鉴定等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Maritime Target Recognition Based on Fuzzy Clustering Analytical Method
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..
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