首页> 外文会议>Asia-Pacific conference on environmental electromagnetics >Complexity Feature Extraction of Radar Emitter Signals
【24h】

Complexity Feature Extraction of Radar Emitter Signals

机译:雷达发射极信号的复杂性特征提取

获取原文

摘要

Because infra-pulse modulation laws of radar emitter signals reflect directly on signal waveform, a novel approach is presented to extract complexity feature (CF) of radar emitter signals in this paper. The CF including Lempel-Ziv complexity (LZC) and correlation dimension (CD) can measure the complexity and irregularity of radar signals effectively. To show the effectiveness and feasibility of the introduced approach, FC of 10 typical radar emitter signals are extracted in our experimentation. And the results demonstrate that FC has good characteristics of clustering the same radar signals and separating different radar signals, which indicates that FC can simplify the design procedure of classifiers and heighten identification accuracy rate of radar emitter signals greatly.
机译:因为雷达发射极信号的红外脉冲调制规律直接反射在信号波形上,提出了一种新的方法,以提取本文中的雷达发射极信号的复杂性特征(CF)。包括LEMPEL-ZIV复杂度(LZC)和相关尺寸(CD)的CF可以有效地测量雷达信号的复杂性和不规则性。为了表明引入的方法的有效性和可行性,在我们的实验中提取了10个典型雷达发射极信号的FC。结果表明,FC具有聚类相同雷达信号的良好特性并分离不同的雷达信号,这表明FC可以简化分类器的设计过程和大大的雷达发射极信号的高度识别精度率。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号