| 基于时频图的飞机目标特征提取算法 |
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| 引用本文： | 姜悦,范菊平,郭乐田,邓广健.基于时频图的飞机目标特征提取算法[J].现代雷达,2016(4):38-41. |
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| 作者姓名： | 姜悦 范菊平 郭乐田 邓广健 |
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| 作者单位： | 西北核技术研究所 高功率微波重点实验室;西北核技术研究所 高功率微波重点实验室;西北核技术研究所 高功率微波重点实验室;西北核技术研究所 高功率微波重点实验室 |
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| 摘 要： | 研究了两种基于时频分析的飞机目标特征提取算法。首先，介绍利用短时傅里叶变换获得目标二维时频图信息，然后，分析飞机目标回波时频图的图像熵特征和平均时频谱特征，给出了这两种特征的提取算法，仿真得到利用这些特征对三类飞机的分类识别结果，分析了其目标分类识别性能以及适用情况。在研究时频图平均时频谱特征提取算法时，发现单独使用此特征在飞机目标分类识别中存在的问题，加入基于平均时频谱的方差特征，综合两种特征实现了对三类飞机目标的的分类识别。仿真结果表明，这两种特征的目标识别正确率都能达到94％以上。
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| 关 键 词： | 特征提取 微多普勒 短时傅里叶变换 时频图 |
Feature-extraction Algorithm of Airplane Targets Based on Time-Frequency Diagram |
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| JIANG Yue,FAN Juping,GUO Letian and DENG Guangjian.Feature-extraction Algorithm of Airplane Targets Based on Time-Frequency Diagram[J].Modern Radar,2016(4):38-41. |
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| Authors: | JIANG Yue FAN Juping GUO Letian and DENG Guangjian |
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| Affiliation: | Northwest Institute of Nuclear Technology, the Science and Technology on High Power Microwave Laboratory;Northwest Institute of Nuclear Technology, the Science and Technology on High Power Microwave Laboratory;Northwest Institute of Nuclear Technology, the Science and Technology on High Power Microwave Laboratory;Northwest Institute of Nuclear Technology, the Science and Technology on High Power Microwave Laboratory |
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| Abstract: | Two target feature extraction of airplane is mainly studied by time-frequency diagram(TFD). The first part based on airplane backscatter TFD , which comes from STFT, two algorithms for airplane are proposed and studied, one of them using target image entropy characteristics, anther using average time-frequency entropy and variance characteristics. As the same time, the merits and drawbacks of this method has been simulated and explained. This two feature have effective detection performance, the correctly rate all above 94 percent. |
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| Keywords: | feature extraction micro-Doppler STFT time-frequency diagram |
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