| 基于非线性变换的高分辨率距离像雷达目标识别 |
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| 引用本文： | 张军英,谭剑波,岳素林. 基于非线性变换的高分辨率距离像雷达目标识别[J]. 系统工程与电子技术, 2005, 27(10): 1732-1733 |
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| 作者姓名： | 张军英 谭剑波 岳素林 |
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| 作者单位： | 1. 西安电子科技大学雷达信号处理国防重点实验室,陕西,西安,710071;西安电子科技大学计算机学院,陕西,西安,710071
2. 西安电子科技大学雷达信号处理国防重点实验室,陕西,西安,710071 |
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| 基金项目： | “十五”国防预研项目基金(413070501)，国家自然科学基金(60371044)，国家留学回国人员科研基金资助课题 |
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| 摘 要： | 雷达目标识别的预处理工作是高分辨距离像领域中的重要组成部分,也是提高识别率的重点和难点。给出了一种结合信号统计特性的信号预处理方法,通过对高分辨距离像(highresolutionrangeprofiles,HRRP)的非线性变换作为特征,有效地拉大了异类目标信号之间的欧氏距离,从而提高了分类的识别率。基于ISAR雷达实测飞机数据的实验结果证明了该方法的有效性。
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| 关 键 词： | 高分辨率距离像 统计特性提取 自动目标识别 模式分类 |
| 文章编号： | 1001-506X(2005)10-1732-02 |
| 修稿时间： | 2004-07-13 |
Radar target recognition of the high resolution range profiles based on nonlinear transform |
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| ZHANG Jun-ying,TAN Jian-bo,YUE Su-lin. Radar target recognition of the high resolution range profiles based on nonlinear transform[J]. System Engineering and Electronics, 2005, 27(10): 1732-1733 |
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| Authors: | ZHANG Jun-ying TAN Jian-bo YUE Su-lin |
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| Affiliation: | ZHANG Jun-ying~ |
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| Abstract: | Pre-processing of radar target recognition with high-resolution range profiles(HRRPs) is a significant but difficult point in improving recognition performance.A new signal pre-processing method based on statistic features is proposed,which successfully increases the Euclidean distance among feature vectors of separate targets by a nonlinear transform of HRRPs,thus enhancing the recognition performance.Experimental results based on the ISAR radar airplane data demonstrate the improved performance with the proposed method. |
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| Keywords: | high resolution range profiles statistic feature extraction automatic target recognition pattern classification |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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