Design and Implementation of High Throughput FFT Processor
Yingbai Xie
Abstract
Yingbai Xie
Abstract
A parallel architecture for the implementation of the radix 4 and mixed radix FFT algorithm is presented The dedicated parallel memory mapping algorithm with the feature of minimal memory size relies on the in place calculation property of the FFT algorithm, and can simultaneously access to all the data needed for calculation of each butterfly The address generation of twiddle factors only need simple operation in this algorithm The hardware complexity of the butterfly processor is reduced by using 3 real multipliers algorithm for a complex multiplier The processor can be configured for transforms of lengths N , where N is power of two The implementation is on an Altera chip EP200K400E using Altera Quartus II 2 0 Operating at 89MHz clock frequency the processor computes a complex 1024 point FFT within 14 1μs and 4096 point FFT within 67μs
OpenAlex reports 5 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
A parallel architecture for the implementation of the radix 4 and mixed radix FFT algorithm is presented The dedicated parallel memory mapping algorithm with the feature of minimal memory size relies on the in place calculation property of the FFT algorithm, and can simultaneously access to all the data needed for calculation of each butterfly The address generation of twiddle factors only need simple operation in this algorithm The hardware complexity of the butterfly processor is reduced by using 3 real multipliers algorithm for a complex multiplier The processor can be configured for transforms of lengths N , where N is power of two The implementation is on an Altera chip EP200K400E using Altera Quartus II 2 0 Operating at 89MHz clock frequency the processor computes a complex 1024 point FFT within 14 1μs and 4096 point FFT within 67μs
Key concepts: Fast Fourier transform, Computer science, Twiddle factor, Parallel computing, Split-radix FFT algorithm, Throughput, Field-programmable gate array, Gate count