Distributed Arithmetic Based Implementation of Fourier Transform Targeted at FPGA Architectures

M. Rawski, M. Wojtynski, T. Wojciechowski, P. Majkowski
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引用次数: 14

Abstract

Discrete Fourier transform is recognized as one of the basic digital signal processing operations. One of the most efficient methods of performing this transformation is fast Fourier transform (FFT). It has been showed that no algorithm for computing the DFT could have a smaller complexity than the FFT. Thus most FPGA implementations are based on this approach. With the introduction of specialized DSP blocks embedded into programmable architectures the efficiency of FFT is limited by the speed of hardware multipliers of DSP modules. However, programmable architectures provide possibility to increase the performance of digital system by exploitation of parallelisms of implemented algorithms. In this paper application of distributed arithmetic concept to DFT implementation is described. Results showing the performance improvement in comparison to FFT implementation is shown.
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面向FPGA体系结构的傅里叶变换分布式算法实现
离散傅里叶变换是公认的数字信号处理的基本运算之一。执行这种变换的最有效方法之一是快速傅里叶变换(FFT)。研究表明,没有一种计算DFT的算法比FFT具有更小的复杂度。因此,大多数FPGA实现都基于这种方法。随着专门的DSP模块嵌入到可编程体系结构中,FFT的效率受到DSP模块硬件乘法器速度的限制。然而,可编程架构通过利用实现算法的并行性提供了提高数字系统性能的可能性。本文描述了分布式算法概念在DFT实现中的应用。结果显示,与FFT实现相比,性能有所提高。
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