/* fft/c_radix2.c * * Copyright (C) 1996, 1997, 1998, 1999, 2000, 2007 Brian Gough * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 3 of the License, or (at * your option) any later version. * * This program is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. */ int FUNCTION(gsl_fft_complex,radix2_forward) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n) { gsl_fft_direction sign = gsl_fft_forward; int status = FUNCTION(gsl_fft_complex,radix2_transform) (data, stride, n, sign); return status; } int FUNCTION(gsl_fft_complex,radix2_backward) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n) { gsl_fft_direction sign = gsl_fft_backward; int status = FUNCTION(gsl_fft_complex,radix2_transform) (data, stride, n, sign); return status; } int FUNCTION(gsl_fft_complex,radix2_inverse) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n) { gsl_fft_direction sign = gsl_fft_backward; int status = FUNCTION(gsl_fft_complex,radix2_transform) (data, stride, n, sign); if (status) { return status; } /* normalize inverse fft with 1/n */ { const ATOMIC norm = 1.0 / n; size_t i; for (i = 0; i < n; i++) { REAL(data,stride,i) *= norm; IMAG(data,stride,i) *= norm; } } return status; } int FUNCTION(gsl_fft_complex,radix2_transform) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n, const gsl_fft_direction sign) { int result ; size_t dual; size_t bit; size_t logn = 0; int status; if (n == 1) /* identity operation */ { return 0 ; } /* make sure that n is a power of 2 */ result = fft_binary_logn(n) ; if (result == -1) { GSL_ERROR ("n is not a power of 2", GSL_EINVAL); } else { logn = result ; } /* bit reverse the ordering of input data for decimation in time algorithm */ status = FUNCTION(fft_complex,bitreverse_order) (data, stride, n, logn) ; /* apply fft recursion */ dual = 1; for (bit = 0; bit < logn; bit++) { ATOMIC w_real = 1.0; ATOMIC w_imag = 0.0; const double theta = 2.0 * ((int) sign) * M_PI / (2.0 * (double) dual); const ATOMIC s = sin (theta); const ATOMIC t = sin (theta / 2.0); const ATOMIC s2 = 2.0 * t * t; size_t a, b; /* a = 0 */ for (b = 0; b < n; b += 2 * dual) { const size_t i = b ; const size_t j = b + dual; const ATOMIC z1_real = REAL(data,stride,j) ; const ATOMIC z1_imag = IMAG(data,stride,j) ; const ATOMIC wd_real = z1_real ; const ATOMIC wd_imag = z1_imag ; REAL(data,stride,j) = REAL(data,stride,i) - wd_real; IMAG(data,stride,j) = IMAG(data,stride,i) - wd_imag; REAL(data,stride,i) += wd_real; IMAG(data,stride,i) += wd_imag; } /* a = 1 .. (dual-1) */ for (a = 1; a < dual; a++) { /* trignometric recurrence for w-> exp(i theta) w */ { const ATOMIC tmp_real = w_real - s * w_imag - s2 * w_real; const ATOMIC tmp_imag = w_imag + s * w_real - s2 * w_imag; w_real = tmp_real; w_imag = tmp_imag; } for (b = 0; b < n; b += 2 * dual) { const size_t i = b + a; const size_t j = b + a + dual; const ATOMIC z1_real = REAL(data,stride,j) ; const ATOMIC z1_imag = IMAG(data,stride,j) ; const ATOMIC wd_real = w_real * z1_real - w_imag * z1_imag; const ATOMIC wd_imag = w_real * z1_imag + w_imag * z1_real; REAL(data,stride,j) = REAL(data,stride,i) - wd_real; IMAG(data,stride,j) = IMAG(data,stride,i) - wd_imag; REAL(data,stride,i) += wd_real; IMAG(data,stride,i) += wd_imag; } } dual *= 2; } return 0; } int FUNCTION(gsl_fft_complex,radix2_dif_forward) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n) { gsl_fft_direction sign = gsl_fft_forward; int status = FUNCTION(gsl_fft_complex,radix2_dif_transform) (data, stride, n, sign); return status; } int FUNCTION(gsl_fft_complex,radix2_dif_backward) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n) { gsl_fft_direction sign = gsl_fft_backward; int status = FUNCTION(gsl_fft_complex,radix2_dif_transform) (data, stride, n, sign); return status; } int FUNCTION(gsl_fft_complex,radix2_dif_inverse) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n) { gsl_fft_direction sign = gsl_fft_backward; int status = FUNCTION(gsl_fft_complex,radix2_dif_transform) (data, stride, n, sign); if (status) { return status; } /* normalize inverse fft with 1/n */ { const ATOMIC norm = 1.0 / n; size_t i; for (i = 0; i < n; i++) { REAL(data,stride,i) *= norm; IMAG(data,stride,i) *= norm; } } return status; } int FUNCTION(gsl_fft_complex,radix2_dif_transform) (TYPE(gsl_complex_packed_array) data, const size_t stride, const size_t n, const gsl_fft_direction sign) { int result ; size_t dual; size_t bit; size_t logn = 0; int status; if (n == 1) /* identity operation */ { return 0 ; } /* make sure that n is a power of 2 */ result = fft_binary_logn(n) ; if (result == -1) { GSL_ERROR ("n is not a power of 2", GSL_EINVAL); } else { logn = result ; } /* apply fft recursion */ dual = n / 2; for (bit = 0; bit < logn; bit++) { ATOMIC w_real = 1.0; ATOMIC w_imag = 0.0; const double theta = 2.0 * ((int) sign) * M_PI / ((double) (2 * dual)); const ATOMIC s = sin (theta); const ATOMIC t = sin (theta / 2.0); const ATOMIC s2 = 2.0 * t * t; size_t a, b; for (b = 0; b < dual; b++) { for (a = 0; a < n; a+= 2 * dual) { const size_t i = b + a; const size_t j = b + a + dual; const ATOMIC t1_real = REAL(data,stride,i) + REAL(data,stride,j); const ATOMIC t1_imag = IMAG(data,stride,i) + IMAG(data,stride,j); const ATOMIC t2_real = REAL(data,stride,i) - REAL(data,stride,j); const ATOMIC t2_imag = IMAG(data,stride,i) - IMAG(data,stride,j); REAL(data,stride,i) = t1_real; IMAG(data,stride,i) = t1_imag; REAL(data,stride,j) = w_real*t2_real - w_imag * t2_imag; IMAG(data,stride,j) = w_real*t2_imag + w_imag * t2_real; } /* trignometric recurrence for w-> exp(i theta) w */ { const ATOMIC tmp_real = w_real - s * w_imag - s2 * w_real; const ATOMIC tmp_imag = w_imag + s * w_real - s2 * w_imag; w_real = tmp_real; w_imag = tmp_imag; } } dual /= 2; } /* bit reverse the ordering of output data for decimation in frequency algorithm */ status = FUNCTION(fft_complex,bitreverse_order)(data, stride, n, logn) ; return 0; }