Title :
Fast Fourier transform for discontinuous functions
Author :
Fan, Guo-Xin ; Liu, Qing Huo
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
Abstract :
In computational electromagnetics and other areas of computational science and engineering, Fourier transforms of discontinuous functions are often required. We present a fast algorithm for the evaluation of the Fourier transform of piecewise smooth functions with uniformly or nonuniformly sampled data by using a double interpolation procedure combined with the fast Fourier transform (FFT) algorithm. We call this the discontinuous FFT algorithm. For N sample points, the complexity of the algorithm is O(νNp+νNlog(N)) where p is the interpolation order and ν is the oversampling factor. The method also provides a new nonuniform FFT algorithm for continuous functions. Numerical experiments demonstrate the high efficiency and accuracy of this discontinuous FFT algorithm.
Keywords :
computational electromagnetics; fast Fourier transforms; interpolation; computational electromagnetics; continuous functions; discontinuous FFT; discontinuous functions; double interpolation procedure; fast Fourier transform; nonuniform FFT; oversampling factor; spectral method; Computational electromagnetics; Discrete Fourier transforms; Electromagnetic scattering; Fast Fourier transforms; Fourier transforms; Image processing; Integral equations; Interpolation; Power engineering computing; Signal processing;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2004.823965