/* fft/hc_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_halfcomplex,radix2_backward) (BASE data[], const size_t stride, const size_t n) { int status = FUNCTION(gsl_fft_halfcomplex,radix2_transform) (data, stride, n) ; return status ; } int FUNCTION(gsl_fft_halfcomplex,radix2_inverse) (BASE data[], const size_t stride, const size_t n) { int status = FUNCTION(gsl_fft_halfcomplex,radix2_transform) (data, stride, n); 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++) { data[stride*i] *= norm; } } return status; } int FUNCTION(gsl_fft_halfcomplex,radix2_transform) (BASE data[], const size_t stride, const size_t n) { int result ; size_t p, p_1, q; size_t i; 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 */ p = n; q = 1 ; p_1 = n/2 ; for (i = 1; i <= logn; i++) { size_t a, b; /* a = 0 */ for (b = 0; b < q; b++) { const ATOMIC z0 = VECTOR(data,stride,b*p); const ATOMIC z1 = VECTOR(data,stride,b*p + p_1); const ATOMIC t0_real = z0 + z1 ; const ATOMIC t1_real = z0 - z1 ; VECTOR(data,stride,b*p) = t0_real; VECTOR(data,stride,b*p + p_1) = t1_real ; } /* a = 1 ... p_{i-1}/2 - 1 */ { ATOMIC w_real = 1.0; ATOMIC w_imag = 0.0; const ATOMIC theta = 2.0 * M_PI / p; const ATOMIC s = sin (theta); const ATOMIC t = sin (theta / 2.0); const ATOMIC s2 = 2.0 * t * t; for (a = 1; a < (p_1)/2; 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 < q; b++) { ATOMIC z0_real = VECTOR(data,stride,b*p + a) ; ATOMIC z0_imag = VECTOR(data,stride,b*p + p - a) ; ATOMIC z1_real = VECTOR(data,stride,b*p + p_1 - a) ; ATOMIC z1_imag = -VECTOR(data,stride,b*p + p_1 + a) ; /* t0 = z0 + z1 */ ATOMIC t0_real = z0_real + z1_real; ATOMIC t0_imag = z0_imag + z1_imag; /* t1 = (z0 - z1) */ ATOMIC t1_real = z0_real - z1_real; ATOMIC t1_imag = z0_imag - z1_imag; VECTOR(data,stride,b*p + a) = t0_real ; VECTOR(data,stride,b*p + p_1 - a) = t0_imag ; VECTOR(data,stride,b*p + p_1 + a) = (w_real * t1_real - w_imag * t1_imag) ; VECTOR(data,stride,b*p + p - a) = (w_real * t1_imag + w_imag * t1_real) ; } } } if (p_1 > 1) { for (b = 0; b < q; b++) { VECTOR(data,stride,b*p + p_1/2) *= 2 ; VECTOR(data,stride,b*p + p_1 + p_1/2) *= -2 ; } } p_1 = p_1 / 2 ; p = p / 2 ; q = q * 2 ; } /* bit reverse the ordering of output data for decimation in frequency algorithm */ status = FUNCTION(fft_real,bitreverse_order)(data, stride, n, logn) ; return 0; }