DocumentCode
3490346
Title
Cooley-Tukey FFT like algorithms for the DCT
Author
Püschel, Markus
Author_Institution
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
2
fYear
2003
fDate
6-10 April 2003
Abstract
The Cooley-Tukey FFT algorithm decomposes a discrete Fourier transform (DFT) of size n = km into smaller DFT of size k and m. In this paper we present a theorem that decomposes a polynomial transform into smaller polynomial transforms, and show that the FFT is obtained as a special case. Then we use this theorem to derive a new class of recursive algorithms for the discrete cosine transforms (DCT) of type II and type III. In contrast to other approaches, we manipulate polynomial algebras instead of transform matrix entries, which makes the derivation transparent, concise, and gives insight into the algorithms´ structure. The derived algorithms have a regular structure and, for 2-power size, minimal arithmetic cost (among known DCT algorithms).
Keywords
discrete Fourier transforms; discrete cosine transforms; polynomials; signal processing; 2-power size; Cooley-Tukey FFT algorithm; DFT; discrete Fourier transform; discrete cosine transforms; minimal arithmetic cost; polynomial algebras; polynomial transform; recursive algorithms; regular structure; type II DCT; type III DCT; Algebra; Arithmetic; Costs; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Fast Fourier transforms; Matrix decomposition; Microwave integrated circuits; Polynomials;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1202413
Filename
1202413
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