• DocumentCode
    2144578
  • Title

    Application of Morphological Filter in Pulse Noise Removing of Vibration Signal

  • Author

    Wenbin Zhang ; Xiaojun Zhou ; Yong Lin

  • Author_Institution
    Coll. of Mech. & Energy Eng., Zhejiang Univ., Hangzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    27-30 May 2008
  • Firstpage
    132
  • Lastpage
    135
  • Abstract
    This paper introduced the good characteristic of morphological filter and its application in pulse noise removing of vibration signal. The morphological filter was used to eliminate the pulse interference introduced when the vibration signal was detected. Using the combination of morphological open-closing and close-opening operations, the local characteristic of the original signal could be kept and pulse noises could be removed effectively. There is no need to consider signalpsilas spectrum characteristic when using the morphological filter to de-noise the corrupted signal. To verify the effectiveness of the morphological filter, the median filter was employed to process a simulated signal. The results by the morphological filter were more stationary and smoother than those obtained by other methods. Finally, morphological filter with linear structure element was employed to analyze a practical vibration signal. The results show that the influences of different noises can be effectively removed.
  • Keywords
    interference suppression; median filters; signal denoising; signal detection; vibrations; interference elimination; linear structure element; median filter; morphological filter; pulse noise removal; signal de-noising; vibration signal detection; Digital filters; Fault diagnosis; Finite impulse response filter; IIR filters; Interference elimination; Matched filters; Signal analysis; Signal processing; Testing; Vibration measurement; morphological filter; pulse noise removing; vibration signal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2008. CISP '08. Congress on
  • Conference_Location
    Sanya, Hainan
  • Print_ISBN
    978-0-7695-3119-9
  • Type

    conf

  • DOI
    10.1109/CISP.2008.202
  • Filename
    4566133