Title :
Computational SIMD framework: split-radix SIMD-FFT algorithm, derivation, implementation and performance
Author :
V, Paul Rodriguez ; Pattichis, Marios S. ; Jordan, Ramiro
Author_Institution :
ivPCL Lab., New Mexico Univ., Albuquerque, NM, USA
Abstract :
A general framework to develop efficient single instruction multiple data (SIMD) compliant algorithms was previously proposed. In this paper a split-radix SIMD-FFT algorithm is derived under this framework and compared against the radix-2 SIMD-FFT algorithm, proven to have very efficient implementation. Regardless of the intrinsic irregular pattern present in the split-radix algorithm, it is shown that its performance improvement, when compared to the radix-2 algorithm, ranges from 2.5% up to 8.1%.
Keywords :
fast Fourier transforms; parallel algorithms; parallel architectures; SIMD architecture; SIMD processor; programming model; radix-2 SIMD-FFT algorithm; single instruction multiple data compliant algorithms; split-radix SIMD-FFT algorithm; Computational complexity; Computer aided manufacturing; Computer architecture; Costs; Digital signal processing; Indexing; Microprocessors; Registers; Wire;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028226