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基于改进EMD算法的跳频信号参数估计

A parameter estimation method of frequency-hopping signal based on improved EMD

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【作者】 张黎烁王琦

【Author】 ZHANG Li-shuo;WANG Qi;Henan Institute of Engineering;Henan College of Finance &taxation;

【机构】 河南工程学院河南财政税务高等专科学校

【摘要】 针对短时傅立叶变换时频分辨率不能同时很高,小波变换运算时间偏长,抗噪性差,Wigner-Ville变换及其改进方法受交叉项影响等问题,提出了一种基于希尔伯特-黄(HHT,Hilbert-Huang Transformation)算法的跳频信号参数估计.该方法的分解是自适应的,计算出的瞬时频率有很高的时间分辨率和较高频率分辨率.对于HHT算法中出现的虚假分量和端点效应问题,通过互相关方法来消除虚假分量,镜像闭合延拓方法去除端点效应.仿真结果表明该方法能很好解决上述两个问题.

【Abstract】 Because short term fourier transform did not have high time-frequency differentiability,wavelet transformation had too much operation time and Wigner-Ville distribution( including its improved methods)had cross-term interference. Thusly,a method called Hilbert-Huang Transform( HHT) was put up with to estimate the parameters of frequency-hopping signals. Its decomposition was adaptive and had high time differentiability and frequency differentiability,but it had end effects and illusive components. The end effects can be resolved by using a mirror closed extending method,and illusive components can be treated by using a correlation coefficient. Simulation results showed that this improved algorithm could solve the problems effectively.

【基金】 河南省基础与前沿技术研究计划项目(142300410130)
  • 【文献出处】 河南理工大学学报(自然科学版) ,Journal of Henan Polytechnic University(Natural Science) , 编辑部邮箱 ,2014年06期
  • 【分类号】TN911.23
  • 【网络出版时间】2014-12-11 09:29
  • 【被引频次】1
  • 【下载频次】93
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