• DocumentCode
    1961082
  • Title

    The study of the improved wavelet thresholding with translation invariant de-noising on capillary electrophoresis signal

  • Author

    Zhang, Hai-feng ; Liui, Xiao-wei ; Shao, Xian-hui ; Wang, Xi-Lian ; Zhou, Bin

  • Author_Institution
    MEMS Center, Harbin Inst. of Technol., Harbin
  • fYear
    2009
  • fDate
    5-8 Jan. 2009
  • Firstpage
    1099
  • Lastpage
    1102
  • Abstract
    According to the characters of CE signal, improved wavelet thresholding with translation invariant was described to denoise for microchip capillary electrophoresis in this paper. The improved thresholding function has muti-derivative compared with the soft thresholding. The denoising method can not only remain the geometrical characteristics and keep the amplitudes of the original electrophoresis signal waveforms efficiently, but also suppress impulsive noise to some extent. In order to suppress Pseudo-Gibbs phenomena combining the translation-invariant de-noising was proposed. The experimental results indicated that the proposed methods in the paper have good signal-to-noise ratio through testing the actual electrophoresis signal. The baseline of the denoised signal is smooth and the peak shape has not distortion.
  • Keywords
    capillarity; electrophoresis; signal denoising; wavelet transforms; microchip capillary electrophoresis; pseudo-Gibbs phenomena; signal denoising; signal-to-noise ratio; translation invariants; wavelet thresholding; Discrete wavelet transforms; Distortion; Electrokinetics; Noise reduction; Noise shaping; Shape; Signal detection; Signal processing; Signal resolution; Wavelet analysis; Capillary electrophoresis; Thresholding; Translation-invariant; Wavelet; denoising;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nano/Micro Engineered and Molecular Systems, 2009. NEMS 2009. 4th IEEE International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-4629-2
  • Electronic_ISBN
    978-1-4244-4630-8
  • Type

    conf

  • DOI
    10.1109/NEMS.2009.5068765
  • Filename
    5068765