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频域抽取多维向量基快速傅里叶变换
引用本文:徐妮妮,于海艳,肖志涛.频域抽取多维向量基快速傅里叶变换[J].计算机应用,2010,30(10):2777-2780.
作者姓名:徐妮妮  于海艳  肖志涛
作者单位:1. 天津工业大学信息与通信工程学院2. 3. 天津工业大学
基金项目:国家青年自然科学基金资助项目,国家自然科学基金资助项目,天津工业大学校基金资助项目 
摘    要:给出了频域抽取(DIF)多维向量基快速傅里叶变换(FFT)算法。对多维频域信号的每一维,采用向量基2频域抽取法,导出了快速算法蝶形运算的一般形式。该FFT算法适合于维数为任意整数的情况,当维数为1时,算法退化为著名的频域抽取向量基2 FFT算法。为了便于编程实现,以频域抽取3维向量基FFT算法为例,给出了快速算法实现流程,该流程易于向任意整数维推广。计算量比较结果显示,频域抽取多维向量基FFT算法比多维分离式FFT算法计算量低。

关 键 词:多维离散傅里叶变换  频域抽取  多维向量基  快速傅里叶变换  多维分离式FFT算法  
收稿时间:2010-04-14
修稿时间:2010-06-12

Multi-dimensional vector radix fast Fourier transform with decimation in frequency domain
XU Ni-ni,YU Hai-yan,XIAO Zhi-tao.Multi-dimensional vector radix fast Fourier transform with decimation in frequency domain[J].journal of Computer Applications,2010,30(10):2777-2780.
Authors:XU Ni-ni  YU Hai-yan  XIAO Zhi-tao
Abstract:A multi-dimensional vector radix Fast Fourier Transform (FFT) algorithm with Decimation In Frequency (DIF) was proposed. Using vector radix 2 DIF for each dimension of the multi-dimensional frequency domain signal, the general form of butterfly computation of the FFT algorithm was obtained. This FFT algorithm can be used with arbitrary integer dimensions. For 1-dimension, the algorithm will be simplified as the well-known DIF vector radix 2 FFT. To facilitate the programming, flow chart with DIF 3-dimension vector radix FFT was given. And this flow chart can be extended to any integer dimensions easily. The comparison results show that, compared with multi-dimensional separable FFT, the DIF multi-dimensional vector radix FFT algorithm has lower calculation load.
Keywords:multi-dimensional discrete fourier transform  Decimation in Frequency (DIF)  multi-dimensional vector radix  Fast Fourier Transform (FFT)  multi-dimensional separable FFT algorithm  
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