Title :
A new extrapolation algorithm for band-limited signals using the regularization method
Author_Institution :
Dept. of Math., Armored Force Eng. Inst., Beijing, China
fDate :
3/1/1993 12:00:00 AM
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;
Journal_Title :
Signal Processing, IEEE Transactions on