DocumentCode :
841041
Title :
Prime-length real-valued polynomial residue division algorithms
Author :
Murakami, Hideo
Author_Institution :
Kanazawa Inst. of Technol., Ishikawa, Japan
Volume :
50
Issue :
11
fYear :
2002
fDate :
11/1/2002 12:00:00 AM
Firstpage :
2777
Lastpage :
2788
Abstract :
One class of efficient algorithms for computing a discrete Fourier transform (DFT) is based on a recursive polynomial factorization of the polynomial 1-z-N. The Bruun algorithm is a typical example of such algorithms. Previously, the Bruun algorithm, which is applicable only when system lengths are powers of two in its original form, is generalized and modified to be applicable to the case when the length is other than a power of two. This generalized algorithm consists of transforms Td,f with prime d and real f in the range 0≤f<0.5. Td,0 computes residues X(z)mod(1-z-2) and X(z)mod(1-2 cos(πk/d)z-1+z-2), k=1, 2, ..., d-1, and Td,f (f ≠0) computes residues X(z)mod(1-2cos(2π(f+k)/d)z-1+z-2), k=0, 1, ..., d-1 for a given real signal X(z) of length 2d. The purpose of this paper is to find efficient algorithms for Td,f. First, polynomial factorization algorithms are derived for Td,0 and Td,14/. When f is neither 0 nor 1/4, it is not feasible to derive a polynomial factorization algorithm. Two different implementations of Td,f for such f are derived. One implementation realizes Td,f via a d-point DFT, for which a variety of fast algorithms exist. The other implementation realizes Td,f via Td, 14/, for which the polynomial factorization algorithm exists. Comparisons show that for d≥5, these implementations achieve better performance than computing each output of Td,f separately.
Keywords :
convolution; discrete Fourier transforms; matrix decomposition; matrix multiplication; polynomial matrices; signal representation; Bruun algorithm; DFT; cyclic convolution; discrete Fourier transform; generalized algorithm; polynomial factorization algorithm; prime-length algorithm; prime-length real-valued polynomial residue division algorithms; real-valued algorithm; recursive polynomial factorization; system lengths; Convolution; Digital signal processing; Discrete Fourier transforms; Discrete transforms; Fast Fourier transforms; Filters; Polynomials; Prototypes; Sampling methods; Signal processing algorithms;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2002.804070
Filename :
1041035
Link To Document :
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