• DocumentCode
    3330243
  • Title

    Approximation implementation approach for Gaussian filtering in roundness measurement

  • Author

    Xu Jingbo ; Liu Bo ; Lin Haijun ; Li Jianxin

  • Author_Institution
    Coll. of Meas.-control Technol. & Commun. Eng., Harbin Univ. of Sci. & Technol., Harbin, China
  • Volume
    2
  • fYear
    2011
  • fDate
    22-24 Aug. 2011
  • Firstpage
    814
  • Lastpage
    817
  • Abstract
    Gaussian filter acts as the filter for roundness signal processing and a new implementation approach for Gaussian filter is presented. Based on the theory of B-spline function, the variational principle with the tension condition and the convolution characteristic of Gaussian filter with small scale, the approximation filter of Gaussian filter is concluded, which has the amplitude characteristic deviation from Gaussian filter less than 1% and the zero-phase-shift characteristic. The algorithm for the approximation filter consists of the zero-phase-shift filtering and the weighing filtering which loop two times. The algorithm is both simply in its structure and high in its filtering efficiency. The method of cycle continuation solves the edge effects of digital filtering based on the periodicity of the roundness measurement signal. The approximation filter is also efficient and accurate for the implementation of Gaussian filter in the application of roundness measurement.
  • Keywords
    Gaussian processes; approximation theory; digital filters; splines (mathematics); B-spline function; Gaussian filter; approximation filter; digital filter; roundness measurement; roundness signal processing; weighing filter; zero phase shift filter; Approximation methods; Digital filters; Filtering algorithms; Filtering theory; Maximum likelihood detection; Nonlinear filters; B-spline function; Edge effects; Gaussian filter; Roundness measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Strategic Technology (IFOST), 2011 6th International Forum on
  • Conference_Location
    Harbin, Heilongjiang
  • Print_ISBN
    978-1-4577-0398-0
  • Type

    conf

  • DOI
    10.1109/IFOST.2011.6021145
  • Filename
    6021145