• DocumentCode
    3045037
  • Title

    Pseudo-median filter with enhancing impulse suppression

  • Author

    Liu, Shaoqiang ; Chen, Lei ; Fan, Xiaoping ; Qu, Zhihua ; Yang, Xi

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
  • fYear
    2010
  • fDate
    20-23 June 2010
  • Firstpage
    1304
  • Lastpage
    1308
  • Abstract
    Pseudo-median filter is a computationally efficient alternative to median filter that applicable to data processing in low-level hardware platform of wireless sensor network nodes. In order to make the pseudo-median filter be able to remove impulses as does median filter and maintain the advantages of performance, a kind of improved pseudo-median filter algorithm with impulsive noise detecting and suppressing is proposed in this paper. By contrasting the increment of the maximum of the minima and the increment of the minimum of the maxima relative to the level of current filtering signal within the filtering window, the impulse can be detected and the output of signal polluted by the impulse is substituted by approximation. The simulation results and calculation complexity analysis show the improved algorithm obviously enhances the ability of impulse-attenuation and is a higher efficient alternative to median filter for the application in wireless sensor network.
  • Keywords
    filtering theory; impulse noise; median filters; wireless sensor networks; calculation complexity analysis; impulse suppression; impulsive noise detection; impulsive noise suppression; pseudo-median filter; signal filtering; wireless sensor network nodes; Adaptive filters; Band pass filters; Data processing; Finite impulse response filter; Hardware; Information filtering; Information filters; Nonlinear filters; Samarium; Wireless sensor networks; Impulse detecting and suppressing; Increment comparing; Median filter; Pseudo-median filter; Wireless sensor network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Automation (ICIA), 2010 IEEE International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-5701-4
  • Type

    conf

  • DOI
    10.1109/ICINFA.2010.5512112
  • Filename
    5512112