• DocumentCode
    943034
  • Title

    Linear prediction from samples of a function and its derivatives

  • Author

    Mugler, Dale H. ; Splettstosser, Wolfgang

  • Volume
    33
  • Issue
    3
  • fYear
    1987
  • fDate
    5/1/1987 12:00:00 AM
  • Firstpage
    360
  • Lastpage
    366
  • Abstract
    Some formulas for the prediction of the values of a band-limited function based on its samples from the past are generalized by including past samples of its first derivative. The new sums, developed by an approach based on Newton series, make it possible to double the distance between the sample points. The resulting formulas are shown to apply to the prediction problem for a large class of entire functions of exponential type. In addition, a related prediction formula which uses past samples of successively higher derivatives is shown to behave similarly to the Taylor series approximation, again for a class of functions that includes the band-limited functions.
  • Keywords
    Band-limited signals; Linear prediction; Signal sampling/reconstruction; Convergence; Equations; Frequency; H infinity control; Helium; Mathematics; Sampling methods; Taylor series;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1987.1057319
  • Filename
    1057319