Title :
A Fast Algorithm Based on SRFFT for Length
DFTs
Author :
Weihua Zheng ; Kenli Li ; Keqin Li
Author_Institution :
Coll. of Inf. Sci. & Eng., Hunan Univ., Changsha, China
Abstract :
In this brief, we present a fast algorithm for computing length- q×2m discrete Fourier transforms (DFT). The algorithm divides a DFT of size- N = q×2m decimation in frequency into one length- N/2 DFT and two length- N/4 DFTs. The length- N/2 sub-DFT is recursively decomposed decimation in frequency, and the two size- N/4 sub-DFTs are transformed into two dimension and the terms with the same rotating factor are arranged in a column. Thus, the scaled DFTs (SDFTs) are obtained, simplifying the real multiplications of the proposed algorithm. A further improvement can be achieved by the application of radix-2/8, modified split-radix FFT (MSRFFT), and Wang´s algorithm for computing its length- 2m and length- q sub-DFTs. Compared with the related algorithms, a substantial reduction of arithmetic complexity and more accurate precision are obtained.
Keywords :
digital arithmetic; discrete Fourier transforms; MSRFFT; SDFT; Wang algorithm; arithmetic complexity; modified split-radix FFT; radix-2/8 split-radix FFT; real multiplications; recursively decomposed decimation; rotating factor; scaled discrete Fourier transforms; Computational complexity; Computer architecture; Discrete Fourier transforms; Educational institutions; Loss measurement; Signal processing algorithms; Fast Fourier transform (FFT); modified split-radix FFT (MSRFFT); radix 2/8 FFT algorithm; scaled discrete Fourier transform (SDFT); split-radix FFT (SRFFT);
Journal_Title :
Circuits and Systems II: Express Briefs, IEEE Transactions on
DOI :
10.1109/TCSII.2013.2291098