节点文献

基于三阶累积量对角切片的信号特征检测

Signal Feature Detection Based on Third Order Cumulant Diagonal Slice

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 范虹孟庆丰张优云高强

【Author】 FAN Hong1,2,MENG Qing-feng2,ZHANG You-yun2,GAO Qiang3 (1.School of Computer Science,Shannxi Normal Univ.,Xi’an 710062,China; 2.School of Mechanical Engineering,Xi’an Jiaotong University,Xi’an 710049,China; 3.School of Automobile,Chang’an University,Xi’an 710064,China)

【机构】 陕西师范大学计算机学院西安交通大学机械工程学院长安大学汽车工程学院 西安710062西安交通大学机械工程学院西安710049西安710064

【摘要】 提出了一种基于三阶累积量对角切片的特征检测方法。该方法既不需待检信号做高斯和平稳的假设,也不需要有信号的先验知识。其原理是首先通过滤波器组将检测信号在频域上进行分离,选取输出能量较大的一组子频带信号近似给出信号的时频描述;然后在各个选中的子频带内分别计算三阶累积量的短时估计,从而抑制有色噪声,将信号的特征检测出来。仿真信号验证了该方法的有效性和适应性。

【Abstract】 A method for detecting feature of signal embedded in additive noise is presented,which based on third-order cumulant diagonal slice.Neither the supposition of the observed signal is Gaussian or stationary,nor a prior information about the waveform and arrive time of the observed signal is necessary.The primary principle of the proposed method is to separate the spectrum of the observed signal into narrow frequency band by using a bandpass filter banks,those subfilters which have large output energies are chosen to give a time-frequency description of the observed signal approximately,each chosen subfilter is then followed by a short-time estimation of third-order cumulant so that to suppress colored noise and detect the signal feature.Simulated result shows that the method is effective and practical.

【基金】 国家自然科学基金资助项目(50475087);陕西师范大学重点基金资助项目
  • 【文献出处】 计算机工程与应用 ,Computer Engineering and Applications , 编辑部邮箱 ,2006年36期
  • 【分类号】TN911.7
  • 【被引频次】13
  • 【下载频次】282
节点文献中: 

本文链接的文献网络图示:

本文的引文网络