• DocumentCode
    2031852
  • Title

    A New Approach for Gaussian Filter in Surface Metrology

  • Author

    Hao, Zhang ; Yibao, Yuan

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Harbin Inst. of Technol., Harbin
  • fYear
    2009
  • fDate
    23-24 May 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Gaussian filter is a standard filter in surface metrology recommended by ISO11562. Its recognized problem is called "end effect". In order to overcome this disadvantage, a new approach based on approximating spline is developed to realize Gaussian profile filter. First, the configuration of approximating spline filter is investigated, and it describes that this filter inherits all the characteristics of ordinary spline filter e.g. no phase distortion and no end effect. Then, the approximating coefficient selection is discussed. This filter can approximate to Gaussian with little 4.36% deviation. Moreover, the approximating deviation can be decreased to less than 1%, when cascaded approximating spline is adopted. It is proved that approximating spline filter not only accords with the transmission characteristics of ISO, but restrains the end distortion on data sequence. So, it is also named spline achievement of Gaussian filter. Finally, the whole computational procedure is illustrated and applied to a workpiece to acquire mean line. The experimental results indicate that the filtering computation of this new algorithm for 11200 data points on general computer only spends 130 ms.
  • Keywords
    Gaussian processes; filtering theory; splines (mathematics); surface topography measurement; Gaussian profile filter; ISO11562; approximating coefficient selection; approximating spline filter; data sequence; end effect problem; spline achievement; surface metrology; Automation; Convolution; Equations; Filtering; Filters; Matrices; Metrology; Robustness; Spline; Surface fitting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-3893-8
  • Electronic_ISBN
    978-1-4244-3894-5
  • Type

    conf

  • DOI
    10.1109/IWISA.2009.5072643
  • Filename
    5072643