• DocumentCode
    2073240
  • Title

    A De-Noising Method for Velocity Signal in Impinging Stream Mixer Based on Empirical Mode Decomposition

  • Author

    Zhang, Jianwei ; Miao, Chao

  • Author_Institution
    Sch. of Mech. Eng., Shenyang Inst. of Chem. Technol., Shenyang, China
  • fYear
    2009
  • fDate
    17-19 Oct. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The velocity time series signal of the flow field in impinging stream mixer (ISM) contains a lot of dynamic information. It is the comprehensive reflection of many factors such as the physical properties, the motion characteristics and the flow structures of the fluid. The measured velocity signal denoising process is the key to improve the signal reliability and accuracy. A de-noising method for velocity signal in ISM based on empirical mode decomposition (EMD) was proposed. To distinguish noise and useful signal in intrinsic mode function (IMF), the consecutive mean square error (CMSE) was used, then the modes reflecting the important structures of the signal were combined together to form partially reconstructed denoised signal. The results indicated that this method can efficiently and adaptively remove noise, and this method can not be affected by subjective parameters.
  • Keywords
    mean square error methods; reliability; signal denoising; time series; consecutive mean square error; empirical mode decomposition; flow field; impinging stream mixer; intrinsic mode function; motion characteristics; signal reliability; velocity signal denoising method; velocity time series signal; Chemical technology; Fluid dynamics; Mechanical engineering; Nanoscale devices; Noise reduction; Reflection; Signal denoising; Signal processing; Wavelet analysis; Wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4244-4129-7
  • Electronic_ISBN
    978-1-4244-4131-0
  • Type

    conf

  • DOI
    10.1109/CISP.2009.5301049
  • Filename
    5301049