Title :
Power-efficient hardware architecture for computing Split-Radix FFTs on highly sparsed spectrum
Author :
Abdollahifakhr, Hanieh ; Belanger, Normand ; Savaria, Yvon ; Gagnon, Francois
Author_Institution :
Dept. of Electr. Eng., Polytech. Montreal, Montréal, QC, Canada
Abstract :
A power efficient hardware architecture implementing the Split-Radix Fast Fourier Transform (SRFFT) is developed through pruning unnecessary computations. SRFFT is known to offer a performance that is better than conventional FFT in terms of reduced number of required complex multiplications and hence, can lead to reduced power consumption. Leveraging this potential, a new architecture of a configurable SRFFT processor is first devised and then the architecture is developed further so that unnecessary computations, which yield zeros at the output, are pruned. This is done through stalling butterfly computations with appropriate use of a pruning matrix. The proposed processor may find applications in orthogonal frequency division multiplexing (OFDM) communication transceivers, where transmitted signals may occupy only a small portion of the whole operational spectrum. The processor is implemented on a field-programmable gate array and simulations show that maximum power saving of around 20% is achieved when computing 1024 point Fourier transform of signals with very sparse spectrum.
Keywords :
fast Fourier transforms; field programmable gate arrays; logic design; OFDM communication transceivers; Split-Radix FFT; butterfly computations; fast Fourier transform; field-programmable gate array; highly sparsed spectrum; power-efficient hardware architecture; pruning matrix; Algorithm design and analysis; Cognitive radio; Computer architecture; Engines; OFDM; Power demand; Random access memory; Fourier transform; power saving; processor; pruning; sparse spectrum; split-radix;
Conference_Titel :
New Circuits and Systems Conference (NEWCAS), 2015 IEEE 13th International
Conference_Location :
Grenoble
DOI :
10.1109/NEWCAS.2015.7182096