• CN:11-2187/TH
  • ISSN:0577-6686

›› 2002, Vol. 38 ›› Issue (6): 152-155.

• 论文 • 上一篇    下一篇

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提取机械信号中弱冲击成分的研究

刘刚;屈梁生   

  1. 西安交通大学智能仪器与监测诊断研究所
  • 发布日期:2002-06-15

STUDY ON WEAK IMPACT COMPONENT EXTRACTION IN MECHANICAL SIGNAL PROCESSING

Liu Gang; Qu Liangsheng   

  1. Xi’an Jiaotong University
  • Published:2002-06-15

摘要: 针对高噪声背景下含冲击成分的机械信号的统计特点,提出一种基于盲解卷积的信号特征提取的方法。利用峭度和偏斜度对冲击敏感的特性,应用信号的3阶和4阶矩优化解卷积滤波器,结合小波软阈值消噪方法,提取机械信号中的弱冲击成分。研究表明,此方法能对机械信号中所含的弱冲击成分进行良好的提取。

关键词: 冲击, 盲解卷积, 特征提取, 阈值消噪

Abstract: According to the quality of high-order statistics of the impact, a new method is presented to extract the feature of weak impact component hidden in the mechanical signal. The proposed method is based on blind deconvolution and wavelet soft-thresholding denoising method. Practically, using the presented method, the characteristics of weak impact component can be extracted well.

Key words: Feature extraction, Impact, Soft-thresholding denoising Blind deconvolution

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