DocumentCode
1003673
Title
Cyclotomic FFTs With Reduced Additive Complexities Based on a Novel Common Subexpression Elimination Algorithm
Author
Chen, Ning ; Yan, Zhiyuan
Author_Institution
Dept. of Electr. & Comput. Eng., Lehigh Univ., Bethlehem, PA
Volume
57
Issue
3
fYear
2009
fDate
3/1/2009 12:00:00 AM
Firstpage
1010
Lastpage
1020
Abstract
In this paper, we first propose a novel common subexpression elimination (CSE) algorithm for matrix-vector multiplications over characteristic-2 fields. As opposed to previously proposed CSE algorithms, which usually focus on complexity savings due to recurrences of subexpressions, our CSE algorithm achieves two types of complexity reductions, differential savings and recurrence savings, by taking advantage of the cancellation property of characteristic-2 fields. Using our CSE algorithm, we reduce the additive complexities of cyclotomic fast Fourier transforms (CFFTs). Using a weighted sum of the numbers of multiplications and additions as a metric, our CFFTs achieve smaller total complexities than previously proposed CFFTs and other FFTs, requiring both fewer multiplications and fewer additions in many cases.
Keywords
Reed-Solomon codes; computational complexity; discrete Fourier transforms; matrix algebra; Galois fields; Reed-Solomon codes; common subexpression elimination; cyclotomic FFT; discrete Fourier transforms; fast Fourier transforms; matrix-vector multiplications; multiple constant multiplication; Common subexpression elimination (CSE); Galois fields; Reed–Solomon codes; complexity theory; convolution; discrete Fourier transforms (DFTs); multiple constant multiplication (MCM);
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2008.2009891
Filename
4685629
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