DocumentCode
1457432
Title
On a very tight truncation error bound for stationary stochastic processes
Author
Pogany, T.
Author_Institution
Faculty of Maritime & Transp. Studies., Rijeka
Volume
39
Issue
8
fYear
1991
fDate
8/1/1991 12:00:00 AM
Firstpage
1918
Lastpage
1919
Abstract
A very tight truncation error upper bound is established for bandlimited weakly stationary stochastic processes if the sampling interval is closed. In particular, the magnitude of the upper bound is O (N -2q l n2 N ) for a symmetric sampling reconstruction from 2N +1 sampled values, where q is an arbitrary positive integer. The results are derived with the help of the Bernstein bound on the remainder of a symmetric complex Fourier series of the function exp (i λ t ). Convergence rates are given for mean square and almost sure sampling reconstructions
Keywords
convergence; information theory; signal processing; stochastic processes; Bernstein bound; almost sure sampling; bandlimited processes; convergence rates; mean square sampling; stationary stochastic processes; symmetric complex Fourier series; symmetric sampling reconstruction; upper bound; very tight truncation error bound; Convergence; Finite wordlength effects; Fourier series; Hilbert space; Liquid crystal on silicon; Mathematics; Sampling methods; Stochastic processes; Terrorism; Transportation;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.91167
Filename
91167
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