• DocumentCode
    875951
  • Title

    A new extrapolation algorithm for band-limited signals using the regularization method

  • Author

    Chen, Weidong

  • Author_Institution
    Dept. of Math., Armored Force Eng. Inst., Beijing, China
  • Volume
    41
  • Issue
    3
  • fYear
    1993
  • fDate
    3/1/1993 12:00:00 AM
  • Firstpage
    1048
  • Lastpage
    1060
  • Abstract
    The ill-posedness of the extrapolation problem in the presence of noise is considered. A stable algorithm is constructed by solving a Fredholm equation based on a regularization method. The algorithm appears relatively robust, since the noise ηδ(t ) is taken as a function in L2[-T,T](T>0) such that the error energy ∫|ηδ(t)|2 dt⩽δ2, where integration is from - T to T, and the constructed extrapolation uniformly converges to the desired signal over (-∞, +∞) as δ→0. An estimate for the error energy of the constructed extrapolation over (-∞, +∞) and for the absolute error between the constructed extrapolation and the desired signal over (-∞, +∞) are presented
  • Keywords
    extrapolation; integral equations; signal processing; Fredholm equation; absolute error; band-limited signals; error energy; extrapolation algorithm; noise; regularization method; Extrapolation; Helium; Integral equations; Iterative algorithms; Iterative methods; Noise reduction; Noise robustness; Signal analysis; Signal restoration; Spectral analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.205702
  • Filename
    205702