DocumentCode
1093127
Title
A simple fixed-point error bound for the fast Fourier transform
Author
Knight, William R. ; Kaiser, R.
Author_Institution
University of New Brunswick, Frederiction, N.B., Canada.
Volume
27
Issue
6
fYear
1979
fDate
12/1/1979 12:00:00 AM
Firstpage
615
Lastpage
620
Abstract
Error bounds for the computation of the fast Fourier transform in fixed-point arithmetic are derived for any arithmetic number base and for any prime factorization of the data array length. The intended application is for signal processing with minicomputers. Errors arising from inaccurate sine coefficients and from limited arithmetic precision are considered. The arithmetic error depends essentially on shifts of the data array that may be required to avoid overflow of the computer word. Our closest bound requires knowledge of where shifts occur and is best computed in parallel with the Fourier transform. For the case that such program modification is not feasible, we derive an error bound for a posteriori calculation and an a priori error estimate. Our bounds are for the maximum error because little is gained at the expense of considerably greater complexity for probabilistic error bounds.
Keywords
Algorithm design and analysis; Application software; Computer errors; Digital arithmetic; Fast Fourier transforms; Fixed-point arithmetic; Fourier transforms; Frequency; Microcomputers; Signal processing algorithms;
fLanguage
English
Journal_Title
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
0096-3518
Type
jour
DOI
10.1109/TASSP.1979.1163314
Filename
1163314
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