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 L 2[-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
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