• DocumentCode
    1311202
  • Title

    Design of Barycentric Interpolators for Uniform and Nonuniform Sampling Grids

  • Author

    Selva, J.

  • Author_Institution
    Dept. of Phys., Syst. Eng. & Signal Theor. (DFISTS), Univ. of Alicante, Alicante, Spain
  • Volume
    58
  • Issue
    3
  • fYear
    2010
  • fDate
    3/1/2010 12:00:00 AM
  • Firstpage
    1618
  • Lastpage
    1627
  • Abstract
    This paper proposes a method to convert a fixed instant interpolator for band-limited signals into a variable instant one, which has the form of a barycentric interpolator. This interpolator makes it possible to approximate the signal and its derivatives with minimal complexity in a range that surrounds the initial instant, and is applicable to uniform and nonuniform sampling grids. The barycentric form of the interpolator is derived using two different procedures, first by the repeated use of Bernstein´s inequality and Taylor´s theorem, and second by truncating a Lagrange-type series. These procedures show that the proposed method can be applied to existing fixed instant interpolators, and that it can be accurate in long time intervals. Finally, an evaluation procedure for barycentric interpolators and their derivatives is presented that minimizes the number of divisions, solving at the same time the numerical problems associated with small denominators. This paper includes several numerical examples.
  • Keywords
    bandlimited signals; interpolation; signal sampling; Bernstein inequality; Lagrange-type series; Taylor theorem; band-limited signal; barycentric interpolator; fixed instant interpolator; nonuniform sampling grid; Barycentric interpolation; Lagrange interpolation; interpolation; nonuniform sampling; recursive digital filters; sampling;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2009.2036468
  • Filename
    5325691