| DBSCAN算法在雷达全脉冲信号分选中的应用 |
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| 引用本文： | 金栋,文志信,李航. DBSCAN算法在雷达全脉冲信号分选中的应用[J]. 电子对抗, 2011, 0(2) |
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| 作者姓名： | 金栋 文志信 李航 |
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| 作者单位： | 电子工程学院; |
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| 摘 要： | 对雷达辐射源信号进行准确分选是电子对抗情报分析的基础性问题,聚类是进行全脉冲分选的一种有效的方法。基于密度聚类的DBSCAN算法具有抗噪声性能好,能处理任意形状和大小的数据的优点,适合全脉冲信号的数据特征。文章应用DBSCAN算法对雷达全脉冲信号分选进行了研究,仿真结果证明该方法简单有效。
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| 关 键 词： | 雷达全脉冲信号 容差 聚类 密度 DBSCAN |
The Application of DBSCAN Algorithm in the Sorting of the Radar Full Pulse Signal |
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| Jin Dong Wen Zhixin Li Hang. The Application of DBSCAN Algorithm in the Sorting of the Radar Full Pulse Signal[J]. Electronic Warfare, 2011, 0(2) |
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| Authors: | Jin Dong Wen Zhixin Li Hang |
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| Affiliation: | Jin Dong Wen Zhixin Li Hang(Electronic Engineering Institute,Hefei 230037,China) |
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| Abstract: | To sort the radar radiation source signal accurately is the foundation of EW intelligence analysis.The clustering method is an effective method to sort the radar full pulse signal.The DBSCAN algorithm based on the density clustering has good quality of anti-noise,can handle any data which has whatever form and size,and can fit the data characteristics of the full pulse signal.In this paper,the research on the full pulse signal sorting is done by using the DBSCAN algorithm.And the simulation result demonstra... |
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| Keywords: | radar full pulse signal allowable error clustering density DBSCAN |
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