基于FPGA的低功耗流水线FFT处理器架构

S. Hassan, N. Sulaiman, I. Halim
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引用次数: 10

摘要

快速傅里叶变换(FFT)处理器是离散傅里叶变换(DFT)的FFT算法的硬件实现,该算法从时域到频域计算任意信号。该处理器在数字视频广播、无线传感器网络等许多需要小面积、低功耗处理器的数字信号处理应用中发挥着重要作用。在FPGA上设计流水线式FFT处理器将加快设计过程,提高设计灵活性。本文介绍了在FPGA上实现的基数-8、基数-4单路径反馈(R4SDF)和基数-4单路径延迟换向器三种类型的流水线FFT架构。仿真部分通过Modelsim软件完成,并通过Matlab进行验证。而实现是通过Quartus在Altera Cyclone IV FPGA板上完成的。研究了这些FFT处理器的性能。结果表明,与R4SDF和R4SDC相比,基数8的流水线FFT具有更高的功耗,但R4SDC设计相对于其他设计具有低面积设计。总体而言,所有流水线式FFT处理器设计都能正常工作。
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Low Power Pipelined FFT Processor Architecture on FPGA
Fast Fourier Transform (FFT) processor is the hardware implementation for FFT algorithms for Discrete Fourier Transform (DFT) which compute any signal in time domain to frequency domain. This processor plays an important role in many applications such as digital video broadcasting, wireless sensor network and many more digital signal processing applications, which requires a small area and low power processor. Pipelined FFT processor design on FPGA will speed up the design process and flexibility. This paper provides a survey of three types of pipelined FFT architecture, radix-8, radix-4 single path feedback (R4SDF) and radix-4 single-pasth delay commutator implemented on FPGA. The simulation part is done via Modelsim and verification through Matlab. While the implementation is done via Quartus on the Altera Cyclone IV FPGA board. The performance of these FFT processor is studied. The result shows that radix-8 pipelined FFT have higher power dissipation compared to R4SDF and R4SDC, however R4SDC design has low area design compared to the rest. Overall, all pipelined FFT processor designs are functioning accordingly.
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