期刊文献+

基于小波变换的噪声消除算法研究 被引量:7

Noise Reduction Algorithm Based on Wavelet Transform
下载PDF
导出
摘要 噪声是影响测量结果的重要因素,对被测信号进行消噪处理是测量中必不可少的步骤。小波变换因为有去噪相关性等特征,相对于时域更利于去噪。采用dbN小波基信号进行分解,利用小波变换的阈值来消噪,Matlab进行小波降噪仿真。实验结果表明采用这一消噪方法能消除信号中的无用部分,由于采用了软阈值的处理方法,测量信号有一定程度的损失,但基本能重构原有用信号波形。 Noise is a major factor that affects the result of the measurement. The noise removing process to the signal from measurement is more efficient with regard to time domain because of its relative characteristics, which aim to remove noises by adopting dbN wavelet signals which decomposing and using DBN wavelet transforming threshold. The result of Matlab simulation wavelet devoicing indicates that this method can eliminate useless part,as a result of soft approach threshold,although a certain degree of signal loss, basically reconstruct the original waveform.
出处 《现代电子技术》 2007年第15期144-146,共3页 Modern Electronics Technique
关键词 小波 噪声 DBN 阈值 wavelet noise dbN threshold
  • 相关文献

参考文献4

二级参考文献19

  • 1卢荣军 戴朝平.振动信号的小波去噪研究[J].应用力学学报,1997,14:57-59.
  • 2程正兴.小波分析算法与应用[M].西安:西安交通大学出版社,2001..
  • 3Stephane Mallat 杨力华译.信号处理的小波导引[M].北京:机械工业出版社,2004..
  • 4Coifman R R, Donoho D L. Translation Invariant Denoising [ M ] .Tech. Rep, Dept. Statistics, Stanford Univ. 1995. to be Published in Wavelets and Statistics,A. Antoniadis, Ed. Berlih, Germany: Springer Verlag.
  • 5Xiao-ping Zhang, Desai M D. Adaptive Denoising Based onS URE Risk [J]. IEEE Signal Processing Lerrers, 1998, 5:265 -267.
  • 6Donoho D L. De -noising by Soft -thresholding [J] .IEEE Trans Inform Theory, 1995, 41: 613 -627.
  • 7Donoho D L, Johnstone I M. Adapting to Unknown Smoothness Via Wavelet Shrinkage [J] .Journal of American Stat Assoc, 1995, 90: 1 200-1 224.
  • 8Coifman R R, Donoho D L. Translation Invariant Denoising [ M ] .Tech Rep, Dept Statistics, Stanford Univ. 1995, to be Published in Wavelets and Statistics, A Antoniadis, Ed. Berlih, Germany: Springer Verlag.
  • 9Xiao-ping Zhang, Desai M D. Adaptive Denoising Based on SURE Risk [J]. IEEE Signal Processing Lerrers, 1998, 5:265 -267.
  • 10Donoho D L. De -noising by Soft -thresholding [J] .IEEE. Trans Inform Theory, 1995, 41: 613 -627.

共引文献118

同被引文献42

引证文献7

二级引证文献19

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部