一种新的分基FFT系数地址生成算法(仅摘要)

Z. Qian, M. Margala
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引用次数: 2

摘要

分基快速傅里叶变换(SRFFT)是所有FFT算法中运算次数最少的一种。由于算术运算极大地增加了动态功耗,因此SRFFT是实现低功耗FFT处理器的理想选择。在这种处理器的设计中,需要一种有效的FFT数据寻址方案以及系数寻址方案。分基数算法的信号流图与基数-2 FFT除了系数的位置和值相同,因此传统的基数-2 FFT数据地址生成方案也可以应用于SRFFT。然而,SRFFT算法的混合基数特性导致系数的位置不规则,并且禁止任何传统的地址生成算法。针对基于共享内存的SRFFT处理器,提出了一种新的系数地址生成算法。该算法的核心部分是使用两个控制变量来跟踪平凡和非平凡乘法。我们发现了控制变量的值与蝴蝶和传球计数器之间的关系。相应的硬件实现很简单,由移位寄存器和双端口RAM组组成。与查找表方法相比,该方法预先计算所有系数的地址并将地址存储在内存单元中,该算法具有可扩展性,并且只需要少量的内存即可找到正确的系数地址。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Coefficient Address Generation Algorithm for Split-Radix FFT (Abstract Only)
Split-Radix Fast Fourier Transform (SRFFT) has the lowest number of arithmetic operations among all the FFT algorithms. Since arithmetic operations dramatically contribute to the dynamic power consumption, SRFFT is an ideal candidate for the implementation of a low power FFT processor. In the design of such processors, an efficient addressing scheme for FFT data as well as coefficients is required. The signal flow graph of split-radix algorithm is the same as radix-2 FFT except for the location and value of coefficients, therefore conventional radix-2 FFT data address generation scheme could also be applied to SRFFT. However, the mixed radix property of SRFFT algorithm leads to irregular locations of coefficients and forbids any conventional address generation algorithm. This paper presents a novel coefficient address generation algorithm for shared-memory based SRFFT processor. The core part of the proposed algorithm is to use two control variables to track trivial and non-trivial multiplications. We found the relationship between the value of the control variables and the butterfly and pass counter. The corresponding hardware implementation is simple consisting of a shift register and a dual port RAM bank. Compared to look-up table approach, which pre-computes the addresses of all coefficients and stores the addresses in memory units, the proposed algorithm is scalable and only requires small amount of memory to find the correct addresses of coefficients.
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