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
Link To Document :
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