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
Link To Document :
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