Title :
A recursive implementation of the dimensionless FFT
Author :
Johnson, Jeremy ; Xu, Xu
Author_Institution :
Dept. of Comput. Sci., Drexel Univ., Philadelphia, PA, USA
Abstract :
A divide and conquer algorithm is presented for computing arbitrary multi-dimensional discrete Fourier transforms. In contrast to standard approaches such as the row-column algorithm, this algorithm allows an arbitrary decomposition, based solely on the size of the transform independent of the dimension of the transform. Only minor modifications are required to compute transforms with different dimension. These modifications were incorporated into the FFTW package so that the algorithm for computing one-dimensional transforms can be used to compute arbitrary dimensional transforms. This reduced the runtime of many multi-dimensional transforms.
Keywords :
discrete Fourier transforms; divide and conquer methods; signal processing; FFTW package; arbitrary decomposition; dimensionless FFT; divide and conquer algorithm; fast Fourier transforms; multi-dimensional discrete Fourier transforms; recursive implementation; runtime; transform dimension; transform size; Computer science; Discrete Fourier transforms; Discrete transforms; Fast Fourier transforms; Flexible printed circuits; Iterative algorithms; Military computing; Packaging; Runtime; Signal processing algorithms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202450