Abstract The discrete Fourier transform (DFT) and fast Fourier transform (FFT) for com-plex conjugate-symmetric input data are studied in this paper. The DFT of a complex conjugate-symmetric sequence has the nature that its imaginary part is zero. An efflcient FFT algorithm is developed for such a sequence. It reduces the computation and storage requirements by half comparing to the traditional FFT algorithm.