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
Link To Document :
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