期刊文献+

信号相位匹配噪声估计的小波去噪方法 被引量:2

Wavelet Denoising of Phase Matching the Signal Noise Estimation
下载PDF
导出
摘要 多数小波阈值去噪方法需要根据噪声方差来计算相应的阈值,所以噪声方差的估计将直接影响阈值去噪的效果。提出了一种新的相位匹配的噪声方差估计方法,利用该方法实时地逼近当前噪声,建立新的噪声的阈值求取方法。通过实验证明该方法能够大幅度提高信噪比,可以取得非常好的去噪效果。 Most of the wavelet threshold denoising method needs to calculate the corresponding threshold. The estima-tion of noise variance will directly affect the effect of threshold denoising method. This paper presented a new phase matching of the noise variance estimation method, using the method in real-time estimate the current noise. A new method of noise threshold was set up. The experiments show that the method can greatly improve the signal to noise ratio and can be made a very good denoising effect.
出处 《计算机科学》 CSCD 北大核心 2010年第7期285-286,F0003,共3页 Computer Science
基金 国家自然科学基金(60970112)资助
关键词 相位匹配 小波变换 噪声估计 小波阈值 Phase-matching, Wavelet transform, Noise estimation,Wavelet threshold
  • 相关文献

参考文献9

  • 1Schreiber T.Interdisciplinary application of nonlinear time series methods[J].Physics Reports,1999,308(1):1-64.
  • 2Schreiber T,Richter M.Nonlinear projective filtering in a data stream[J].International Journal of Bifrucation and Chaos,1999.
  • 3朱维杰,孙进才.基于阵列接收数据重采样的频率不变波束形成器[J].自然科学进展,2002,12(6):669-672. 被引量:9
  • 4孙进才,朱维杰,孙轶源.利用小尺度阵的波达方向估计[J].西北工业大学学报,2003,21(2):152-155. 被引量:10
  • 5Donoho D L.Denoising by Soft thresholding[J].IEEE Transactions on Information Theory,1995,43:613-627.
  • 6Chang S G,Yu Bin,Vattereli M.Adap tive Wavelet Thresholding for Image Denoising and Comp ression[J].IEEE Trans.Image Processing,2000,9(9):1532-1546.
  • 7Lin L,Holmes W H,Ambikairajah E.Adaptive noise estimation algorithm for speech enhancement[J].ElectronicsLetters,2003,39(9):754-755.
  • 8Yamashita K,Shimamura T.Nonstationary noise estimation using low frequency regions for spectral subtraction[J].IEEE Signal Processing Letters,2005,12(6):465-468.
  • 9Tsai W H,Wang Hsin-Min.Automatic Singer Recognition of Popular Music Recording via Estimation and Modeling of Solo Vocal Signals[J].IEEE Transactions on Audio,Speech and Language Processing,2006,14(1):330-341.

二级参考文献17

  • 1李启虎.声纳信号处理引论[M].北京:海洋出版社,1985..
  • 2李贵斌.声纳基阵设计原理[M].北京:海洋出版社,1993..
  • 3Ma M T. Theory and Application of Arrays. New York: Wiley, 1974.
  • 4Pillai S U. Array Signal Processing. New York: Springer-Verlag, 1986.
  • 5Taylor T T. Design of Line Source Antennas for Narrow Beamwidth and Low Sidelobes. IEEE Trans Antennas Propagat, 1955, 3:16-28.
  • 6Villeneure A T. Taylor Patterns for Discrete Array. IEEE Trans Antennas Propagat, 1984,32:1089-1903.
  • 7Wax M, Anu Y. Performance Analysis of the Minimum Variance Beamformer. IEEE Trans Signal Processing, 1996, 44:928-937.
  • 8Reddy V U, Paulraj A, Kailath T. Performance Analysis of the Optimum Beanformer in the Presence of Correlated:Sources and Its Behavior under spatial Smoothing. IEEE Trans Acoustic Speech Signal Processing, 1987, 37(7): 927-936.
  • 9Bresler A D.A new algorithm for calculating the current distributions of Dolph-Chebyshev arrays[].IEEE Transactions on Antennas and Propagation.1980
  • 10B.D.Van Veen,K.M.Buckley.Beamforming: A versatile approach to spatial filtering[].IEEE ASSP Magazine.1988

共引文献17

同被引文献12

引证文献2

二级引证文献3

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