blob: e4c47c2a4706d37d976fc227d1c1da40ad4e9df1 [file] [log] [blame]
/*
Fast Fourier/Cosine/Sine Transform
dimension :one
data length :power of 2
decimation :frequency
radix :split-radix
data :inplace
table :not use
functions
cdft: Complex Discrete Fourier Transform
rdft: Real Discrete Fourier Transform
ddct: Discrete Cosine Transform
ddst: Discrete Sine Transform
dfct: Cosine Transform of RDFT (Real Symmetric DFT)
dfst: Sine Transform of RDFT (Real Anti-symmetric DFT)
function prototypes
void cdft(int, int, double *);
void rdft(int, int, double *);
void ddct(int, int, double *);
void ddst(int, int, double *);
void dfct(int, double *);
void dfst(int, double *);
macro definitions
USE_CDFT_PTHREADS : default=not defined
CDFT_THREADS_BEGIN_N : must be >= 512, default=8192
CDFT_4THREADS_BEGIN_N : must be >= 512, default=65536
USE_CDFT_WINTHREADS : default=not defined
CDFT_THREADS_BEGIN_N : must be >= 512, default=32768
CDFT_4THREADS_BEGIN_N : must be >= 512, default=524288
-------- Complex DFT (Discrete Fourier Transform) --------
[definition]
<case1>
X[k] = sum_j=0^n-1 x[j]*exp(2*pi*i*j*k/n), 0<=k<n
<case2>
X[k] = sum_j=0^n-1 x[j]*exp(-2*pi*i*j*k/n), 0<=k<n
(notes: sum_j=0^n-1 is a summation from j=0 to n-1)
[usage]
<case1>
cdft(2*n, 1, a);
<case2>
cdft(2*n, -1, a);
[parameters]
2*n :data length (int)
n >= 1, n = power of 2
a[0...2*n-1] :input/output data (double *)
input data
a[2*j] = Re(x[j]),
a[2*j+1] = Im(x[j]), 0<=j<n
output data
a[2*k] = Re(X[k]),
a[2*k+1] = Im(X[k]), 0<=k<n
[remark]
Inverse of
cdft(2*n, -1, a);
is
cdft(2*n, 1, a);
for (j = 0; j <= 2 * n - 1; j++) {
a[j] *= 1.0 / n;
}
.
-------- Real DFT / Inverse of Real DFT --------
[definition]
<case1> RDFT
R[k] = sum_j=0^n-1 a[j]*cos(2*pi*j*k/n), 0<=k<=n/2
I[k] = sum_j=0^n-1 a[j]*sin(2*pi*j*k/n), 0<k<n/2
<case2> IRDFT (excluding scale)
a[k] = (R[0] + R[n/2]*cos(pi*k))/2 +
sum_j=1^n/2-1 R[j]*cos(2*pi*j*k/n) +
sum_j=1^n/2-1 I[j]*sin(2*pi*j*k/n), 0<=k<n
[usage]
<case1>
rdft(n, 1, a);
<case2>
rdft(n, -1, a);
[parameters]
n :data length (int)
n >= 2, n = power of 2
a[0...n-1] :input/output data (double *)
<case1>
output data
a[2*k] = R[k], 0<=k<n/2
a[2*k+1] = I[k], 0<k<n/2
a[1] = R[n/2]
<case2>
input data
a[2*j] = R[j], 0<=j<n/2
a[2*j+1] = I[j], 0<j<n/2
a[1] = R[n/2]
[remark]
Inverse of
rdft(n, 1, a);
is
rdft(n, -1, a);
for (j = 0; j <= n - 1; j++) {
a[j] *= 2.0 / n;
}
.
-------- DCT (Discrete Cosine Transform) / Inverse of DCT --------
[definition]
<case1> IDCT (excluding scale)
C[k] = sum_j=0^n-1 a[j]*cos(pi*j*(k+1/2)/n), 0<=k<n
<case2> DCT
C[k] = sum_j=0^n-1 a[j]*cos(pi*(j+1/2)*k/n), 0<=k<n
[usage]
<case1>
ddct(n, 1, a);
<case2>
ddct(n, -1, a);
[parameters]
n :data length (int)
n >= 2, n = power of 2
a[0...n-1] :input/output data (double *)
output data
a[k] = C[k], 0<=k<n
[remark]
Inverse of
ddct(n, -1, a);
is
a[0] *= 0.5;
ddct(n, 1, a);
for (j = 0; j <= n - 1; j++) {
a[j] *= 2.0 / n;
}
.
-------- DST (Discrete Sine Transform) / Inverse of DST --------
[definition]
<case1> IDST (excluding scale)
S[k] = sum_j=1^n A[j]*sin(pi*j*(k+1/2)/n), 0<=k<n
<case2> DST
S[k] = sum_j=0^n-1 a[j]*sin(pi*(j+1/2)*k/n), 0<k<=n
[usage]
<case1>
ddst(n, 1, a);
<case2>
ddst(n, -1, a);
[parameters]
n :data length (int)
n >= 2, n = power of 2
a[0...n-1] :input/output data (double *)
<case1>
input data
a[j] = A[j], 0<j<n
a[0] = A[n]
output data
a[k] = S[k], 0<=k<n
<case2>
output data
a[k] = S[k], 0<k<n
a[0] = S[n]
[remark]
Inverse of
ddst(n, -1, a);
is
a[0] *= 0.5;
ddst(n, 1, a);
for (j = 0; j <= n - 1; j++) {
a[j] *= 2.0 / n;
}
.
-------- Cosine Transform of RDFT (Real Symmetric DFT) --------
[definition]
C[k] = sum_j=0^n a[j]*cos(pi*j*k/n), 0<=k<=n
[usage]
dfct(n, a);
[parameters]
n :data length - 1 (int)
n >= 2, n = power of 2
a[0...n] :input/output data (double *)
output data
a[k] = C[k], 0<=k<=n
[remark]
Inverse of
a[0] *= 0.5;
a[n] *= 0.5;
dfct(n, a);
is
a[0] *= 0.5;
a[n] *= 0.5;
dfct(n, a);
for (j = 0; j <= n; j++) {
a[j] *= 2.0 / n;
}
.
-------- Sine Transform of RDFT (Real Anti-symmetric DFT) --------
[definition]
S[k] = sum_j=1^n-1 a[j]*sin(pi*j*k/n), 0<k<n
[usage]
dfst(n, a);
[parameters]
n :data length + 1 (int)
n >= 2, n = power of 2
a[0...n-1] :input/output data (double *)
output data
a[k] = S[k], 0<k<n
(a[0] is used for work area)
[remark]
Inverse of
dfst(n, a);
is
dfst(n, a);
for (j = 1; j <= n - 1; j++) {
a[j] *= 2.0 / n;
}
.
*/
void cdft(int n, int isgn, double *a)
{
void cftfsub(int n, double *a);
void cftbsub(int n, double *a);
if (isgn >= 0) {
cftfsub(n, a);
} else {
cftbsub(n, a);
}
}
void rdft(int n, int isgn, double *a)
{
void cftfsub(int n, double *a);
void cftbsub(int n, double *a);
void rftfsub(int n, double *a);
void rftbsub(int n, double *a);
double xi;
if (isgn >= 0) {
if (n > 4) {
cftfsub(n, a);
rftfsub(n, a);
} else if (n == 4) {
cftfsub(n, a);
}
xi = a[0] - a[1];
a[0] += a[1];
a[1] = xi;
} else {
a[1] = 0.5 * (a[0] - a[1]);
a[0] -= a[1];
if (n > 4) {
rftbsub(n, a);
cftbsub(n, a);
} else if (n == 4) {
cftbsub(n, a);
}
}
}
void ddct(int n, int isgn, double *a)
{
void cftfsub(int n, double *a);
void cftbsub(int n, double *a);
void rftfsub(int n, double *a);
void rftbsub(int n, double *a);
void dctsub(int n, double *a);
void dctsub4(int n, double *a);
int j;
double xr;
if (isgn < 0) {
xr = a[n - 1];
for (j = n - 2; j >= 2; j -= 2) {
a[j + 1] = a[j] - a[j - 1];
a[j] += a[j - 1];
}
a[1] = a[0] - xr;
a[0] += xr;
if (n > 4) {
rftbsub(n, a);
cftbsub(n, a);
} else if (n == 4) {
cftbsub(n, a);
}
}
if (n > 4) {
dctsub(n, a);
} else {
dctsub4(n, a);
}
if (isgn >= 0) {
if (n > 4) {
cftfsub(n, a);
rftfsub(n, a);
} else if (n == 4) {
cftfsub(n, a);
}
xr = a[0] - a[1];
a[0] += a[1];
for (j = 2; j < n; j += 2) {
a[j - 1] = a[j] - a[j + 1];
a[j] += a[j + 1];
}
a[n - 1] = xr;
}
}
void ddst(int n, int isgn, double *a)
{
void cftfsub(int n, double *a);
void cftbsub(int n, double *a);
void rftfsub(int n, double *a);
void rftbsub(int n, double *a);
void dstsub(int n, double *a);
void dstsub4(int n, double *a);
int j;
double xr;
if (isgn < 0) {
xr = a[n - 1];
for (j = n - 2; j >= 2; j -= 2) {
a[j + 1] = -a[j] - a[j - 1];
a[j] -= a[j - 1];
}
a[1] = a[0] + xr;
a[0] -= xr;
if (n > 4) {
rftbsub(n, a);
cftbsub(n, a);
} else if (n == 4) {
cftbsub(n, a);
}
}
if (n > 4) {
dstsub(n, a);
} else {
dstsub4(n, a);
}
if (isgn >= 0) {
if (n > 4) {
cftfsub(n, a);
rftfsub(n, a);
} else if (n == 4) {
cftfsub(n, a);
}
xr = a[0] - a[1];
a[0] += a[1];
for (j = 2; j < n; j += 2) {
a[j - 1] = -a[j] - a[j + 1];
a[j] -= a[j + 1];
}
a[n - 1] = -xr;
}
}
void dfct(int n, double *a)
{
void ddct(int n, int isgn, double *a);
void bitrv1(int n, double *a);
int j, k, m, mh;
double xr, xi, yr, yi, an;
m = n >> 1;
for (j = 0; j < m; j++) {
k = n - j;
xr = a[j] + a[k];
a[j] -= a[k];
a[k] = xr;
}
an = a[n];
while (m >= 2) {
ddct(m, 1, a);
if (m > 2) {
bitrv1(m, a);
}
mh = m >> 1;
xi = a[m];
a[m] = a[0];
a[0] = an - xi;
an += xi;
for (j = 1; j < mh; j++) {
k = m - j;
xr = a[m + k];
xi = a[m + j];
yr = a[j];
yi = a[k];
a[m + j] = yr;
a[m + k] = yi;
a[j] = xr - xi;
a[k] = xr + xi;
}
xr = a[mh];
a[mh] = a[m + mh];
a[m + mh] = xr;
m = mh;
}
xi = a[1];
a[1] = a[0];
a[0] = an + xi;
a[n] = an - xi;
if (n > 2) {
bitrv1(n, a);
}
}
void dfst(int n, double *a)
{
void ddst(int n, int isgn, double *a);
void bitrv1(int n, double *a);
int j, k, m, mh;
double xr, xi, yr, yi;
m = n >> 1;
for (j = 1; j < m; j++) {
k = n - j;
xr = a[j] - a[k];
a[j] += a[k];
a[k] = xr;
}
a[0] = a[m];
while (m >= 2) {
ddst(m, 1, a);
if (m > 2) {
bitrv1(m, a);
}
mh = m >> 1;
for (j = 1; j < mh; j++) {
k = m - j;
xr = a[m + k];
xi = a[m + j];
yr = a[j];
yi = a[k];
a[m + j] = yr;
a[m + k] = yi;
a[j] = xr + xi;
a[k] = xr - xi;
}
a[m] = a[0];
a[0] = a[m + mh];
a[m + mh] = a[mh];
m = mh;
}
a[1] = a[0];
a[0] = 0;
if (n > 2) {
bitrv1(n, a);
}
}
/* -------- child routines -------- */
#include <math.h>
#ifndef M_PI_2
#define M_PI_2 1.570796326794896619231321691639751442098584699687
#endif
#ifndef WR5000 /* cos(M_PI_2*0.5000) */
#define WR5000 0.707106781186547524400844362104849039284835937688
#endif
#ifndef WR2500 /* cos(M_PI_2*0.2500) */
#define WR2500 0.923879532511286756128183189396788286822416625863
#endif
#ifndef WI2500 /* sin(M_PI_2*0.2500) */
#define WI2500 0.382683432365089771728459984030398866761344562485
#endif
#ifndef WR1250 /* cos(M_PI_2*0.1250) */
#define WR1250 0.980785280403230449126182236134239036973933730893
#endif
#ifndef WI1250 /* sin(M_PI_2*0.1250) */
#define WI1250 0.195090322016128267848284868477022240927691617751
#endif
#ifndef WR3750 /* cos(M_PI_2*0.3750) */
#define WR3750 0.831469612302545237078788377617905756738560811987
#endif
#ifndef WI3750 /* sin(M_PI_2*0.3750) */
#define WI3750 0.555570233019602224742830813948532874374937190754
#endif
#ifdef USE_CDFT_PTHREADS
#define USE_CDFT_THREADS
#ifndef CDFT_THREADS_BEGIN_N
#define CDFT_THREADS_BEGIN_N 8192
#endif
#ifndef CDFT_4THREADS_BEGIN_N
#define CDFT_4THREADS_BEGIN_N 65536
#endif
#include <pthread.h>
#include <stdio.h>
#include <stdlib.h>
#define cdft_thread_t pthread_t
#define cdft_thread_create(thp,func,argp) { \
if (pthread_create(thp, NULL, func, (void *) argp) != 0) { \
fprintf(stderr, "cdft thread error\n"); \
exit(1); \
} \
}
#define cdft_thread_wait(th) { \
if (pthread_join(th, NULL) != 0) { \
fprintf(stderr, "cdft thread error\n"); \
exit(1); \
} \
}
#endif /* USE_CDFT_PTHREADS */
#ifdef USE_CDFT_WINTHREADS
#define USE_CDFT_THREADS
#ifndef CDFT_THREADS_BEGIN_N
#define CDFT_THREADS_BEGIN_N 32768
#endif
#ifndef CDFT_4THREADS_BEGIN_N
#define CDFT_4THREADS_BEGIN_N 524288
#endif
#include <windows.h>
#include <stdio.h>
#include <stdlib.h>
#define cdft_thread_t HANDLE
#define cdft_thread_create(thp,func,argp) { \
DWORD thid; \
*(thp) = CreateThread(NULL, 0, (LPTHREAD_START_ROUTINE) func, (LPVOID) argp, 0, &thid); \
if (*(thp) == 0) { \
fprintf(stderr, "cdft thread error\n"); \
exit(1); \
} \
}
#define cdft_thread_wait(th) { \
WaitForSingleObject(th, INFINITE); \
CloseHandle(th); \
}
#endif /* USE_CDFT_WINTHREADS */
#ifndef CDFT_LOOP_DIV /* control of the CDFT's speed & tolerance */
#define CDFT_LOOP_DIV 32
#endif
#ifndef RDFT_LOOP_DIV /* control of the RDFT's speed & tolerance */
#define RDFT_LOOP_DIV 64
#endif
#ifndef DCST_LOOP_DIV /* control of the DCT,DST's speed & tolerance */
#define DCST_LOOP_DIV 64
#endif
void cftfsub(int n, double *a)
{
void bitrv2(int n, double *a);
void bitrv216(double *a);
void bitrv208(double *a);
void cftmdl1(int n, double *a);
void cftrec4(int n, double *a);
void cftleaf(int n, int isplt, double *a);
void cftfx41(int n, double *a);
void cftf161(double *a);
void cftf081(double *a);
void cftf040(double *a);
void cftx020(double *a);
#ifdef USE_CDFT_THREADS
void cftrec4_th(int n, double *a);
#endif /* USE_CDFT_THREADS */
if (n > 8) {
if (n > 32) {
cftmdl1(n, a);
#ifdef USE_CDFT_THREADS
if (n > CDFT_THREADS_BEGIN_N) {
cftrec4_th(n, a);
} else
#endif /* USE_CDFT_THREADS */
if (n > 512) {
cftrec4(n, a);
} else if (n > 128) {
cftleaf(n, 1, a);
} else {
cftfx41(n, a);
}
bitrv2(n, a);
} else if (n == 32) {
cftf161(a);
bitrv216(a);
} else {
cftf081(a);
bitrv208(a);
}
} else if (n == 8) {
cftf040(a);
} else if (n == 4) {
cftx020(a);
}
}
void cftbsub(int n, double *a)
{
void bitrv2conj(int n, double *a);
void bitrv216neg(double *a);
void bitrv208neg(double *a);
void cftb1st(int n, double *a);
void cftrec4(int n, double *a);
void cftleaf(int n, int isplt, double *a);
void cftfx41(int n, double *a);
void cftf161(double *a);
void cftf081(double *a);
void cftb040(double *a);
void cftx020(double *a);
#ifdef USE_CDFT_THREADS
void cftrec4_th(int n, double *a);
#endif /* USE_CDFT_THREADS */
if (n > 8) {
if (n > 32) {
cftb1st(n, a);
#ifdef USE_CDFT_THREADS
if (n > CDFT_THREADS_BEGIN_N) {
cftrec4_th(n, a);
} else
#endif /* USE_CDFT_THREADS */
if (n > 512) {
cftrec4(n, a);
} else if (n > 128) {
cftleaf(n, 1, a);
} else {
cftfx41(n, a);
}
bitrv2conj(n, a);
} else if (n == 32) {
cftf161(a);
bitrv216neg(a);
} else {
cftf081(a);
bitrv208neg(a);
}
} else if (n == 8) {
cftb040(a);
} else if (n == 4) {
cftx020(a);
}
}
void bitrv2(int n, double *a)
{
int j0, k0, j1, k1, l, m, i, j, k, nh;
double xr, xi, yr, yi;
m = 4;
for (l = n >> 2; l > 8; l >>= 2) {
m <<= 1;
}
nh = n >> 1;
if (l == 8) {
j0 = 0;
for (k0 = 0; k0 < m; k0 += 4) {
k = k0;
for (j = j0; j < j0 + k0; j += 4) {
xr = a[j];
xi = a[j + 1];
yr = a[k];
yi = a[k + 1];
a[j] = yr;
a[j + 1] = yi;
a[k] = xr;
a[k + 1] = xi;
j1 = j + m;
k1 = k + 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 -= m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += nh;
k1 += 2;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 += m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += 2;
k1 += nh;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 -= m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= nh;
k1 -= 2;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 += m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
for (i = nh >> 1; i > (k ^= i); i >>= 1);
}
k1 = j0 + k0;
j1 = k1 + 2;
k1 += nh;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 -= m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= 2;
k1 -= nh;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += nh + 2;
k1 += nh + 2;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= nh - m;
k1 += 2 * m - 2;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
for (i = nh >> 1; i > (j0 ^= i); i >>= 1);
}
} else {
j0 = 0;
for (k0 = 0; k0 < m; k0 += 4) {
k = k0;
for (j = j0; j < j0 + k0; j += 4) {
xr = a[j];
xi = a[j + 1];
yr = a[k];
yi = a[k + 1];
a[j] = yr;
a[j + 1] = yi;
a[k] = xr;
a[k + 1] = xi;
j1 = j + m;
k1 = k + m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += nh;
k1 += 2;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += 2;
k1 += nh;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= nh;
k1 -= 2;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
for (i = nh >> 1; i > (k ^= i); i >>= 1);
}
k1 = j0 + k0;
j1 = k1 + 2;
k1 += nh;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += m;
xr = a[j1];
xi = a[j1 + 1];
yr = a[k1];
yi = a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
for (i = nh >> 1; i > (j0 ^= i); i >>= 1);
}
}
}
void bitrv2conj(int n, double *a)
{
int j0, k0, j1, k1, l, m, i, j, k, nh;
double xr, xi, yr, yi;
m = 4;
for (l = n >> 2; l > 8; l >>= 2) {
m <<= 1;
}
nh = n >> 1;
if (l == 8) {
j0 = 0;
for (k0 = 0; k0 < m; k0 += 4) {
k = k0;
for (j = j0; j < j0 + k0; j += 4) {
xr = a[j];
xi = -a[j + 1];
yr = a[k];
yi = -a[k + 1];
a[j] = yr;
a[j + 1] = yi;
a[k] = xr;
a[k + 1] = xi;
j1 = j + m;
k1 = k + 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 -= m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += nh;
k1 += 2;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 += m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += 2;
k1 += nh;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 -= m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= nh;
k1 -= 2;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 += m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
for (i = nh >> 1; i > (k ^= i); i >>= 1);
}
k1 = j0 + k0;
j1 = k1 + 2;
k1 += nh;
a[j1 - 1] = -a[j1 - 1];
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
a[k1 + 3] = -a[k1 + 3];
j1 += m;
k1 += 2 * m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 -= m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= 2;
k1 -= nh;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += nh + 2;
k1 += nh + 2;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= nh - m;
k1 += 2 * m - 2;
a[j1 - 1] = -a[j1 - 1];
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
a[k1 + 3] = -a[k1 + 3];
for (i = nh >> 1; i > (j0 ^= i); i >>= 1);
}
} else {
j0 = 0;
for (k0 = 0; k0 < m; k0 += 4) {
k = k0;
for (j = j0; j < j0 + k0; j += 4) {
xr = a[j];
xi = -a[j + 1];
yr = a[k];
yi = -a[k + 1];
a[j] = yr;
a[j + 1] = yi;
a[k] = xr;
a[k + 1] = xi;
j1 = j + m;
k1 = k + m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += nh;
k1 += 2;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += 2;
k1 += nh;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 += m;
k1 += m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= nh;
k1 -= 2;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
j1 -= m;
k1 -= m;
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
for (i = nh >> 1; i > (k ^= i); i >>= 1);
}
k1 = j0 + k0;
j1 = k1 + 2;
k1 += nh;
a[j1 - 1] = -a[j1 - 1];
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
a[k1 + 3] = -a[k1 + 3];
j1 += m;
k1 += m;
a[j1 - 1] = -a[j1 - 1];
xr = a[j1];
xi = -a[j1 + 1];
yr = a[k1];
yi = -a[k1 + 1];
a[j1] = yr;
a[j1 + 1] = yi;
a[k1] = xr;
a[k1 + 1] = xi;
a[k1 + 3] = -a[k1 + 3];
for (i = nh >> 1; i > (j0 ^= i); i >>= 1);
}
}
}
void bitrv216(double *a)
{
double x1r, x1i, x2r, x2i, x3r, x3i, x4r, x4i,
x5r, x5i, x7r, x7i, x8r, x8i, x10r, x10i,
x11r, x11i, x12r, x12i, x13r, x13i, x14r, x14i;
x1r = a[2];
x1i = a[3];
x2r = a[4];
x2i = a[5];
x3r = a[6];
x3i = a[7];
x4r = a[8];
x4i = a[9];
x5r = a[10];
x5i = a[11];
x7r = a[14];
x7i = a[15];
x8r = a[16];
x8i = a[17];
x10r = a[20];
x10i = a[21];
x11r = a[22];
x11i = a[23];
x12r = a[24];
x12i = a[25];
x13r = a[26];
x13i = a[27];
x14r = a[28];
x14i = a[29];
a[2] = x8r;
a[3] = x8i;
a[4] = x4r;
a[5] = x4i;
a[6] = x12r;
a[7] = x12i;
a[8] = x2r;
a[9] = x2i;
a[10] = x10r;
a[11] = x10i;
a[14] = x14r;
a[15] = x14i;
a[16] = x1r;
a[17] = x1i;
a[20] = x5r;
a[21] = x5i;
a[22] = x13r;
a[23] = x13i;
a[24] = x3r;
a[25] = x3i;
a[26] = x11r;
a[27] = x11i;
a[28] = x7r;
a[29] = x7i;
}
void bitrv216neg(double *a)
{
double x1r, x1i, x2r, x2i, x3r, x3i, x4r, x4i,
x5r, x5i, x6r, x6i, x7r, x7i, x8r, x8i,
x9r, x9i, x10r, x10i, x11r, x11i, x12r, x12i,
x13r, x13i, x14r, x14i, x15r, x15i;
x1r = a[2];
x1i = a[3];
x2r = a[4];
x2i = a[5];
x3r = a[6];
x3i = a[7];
x4r = a[8];
x4i = a[9];
x5r = a[10];
x5i = a[11];
x6r = a[12];
x6i = a[13];
x7r = a[14];
x7i = a[15];
x8r = a[16];
x8i = a[17];
x9r = a[18];
x9i = a[19];
x10r = a[20];
x10i = a[21];
x11r = a[22];
x11i = a[23];
x12r = a[24];
x12i = a[25];
x13r = a[26];
x13i = a[27];
x14r = a[28];
x14i = a[29];
x15r = a[30];
x15i = a[31];
a[2] = x15r;
a[3] = x15i;
a[4] = x7r;
a[5] = x7i;
a[6] = x11r;
a[7] = x11i;
a[8] = x3r;
a[9] = x3i;
a[10] = x13r;
a[11] = x13i;
a[12] = x5r;
a[13] = x5i;
a[14] = x9r;
a[15] = x9i;
a[16] = x1r;
a[17] = x1i;
a[18] = x14r;
a[19] = x14i;
a[20] = x6r;
a[21] = x6i;
a[22] = x10r;
a[23] = x10i;
a[24] = x2r;
a[25] = x2i;
a[26] = x12r;
a[27] = x12i;
a[28] = x4r;
a[29] = x4i;
a[30] = x8r;
a[31] = x8i;
}
void bitrv208(double *a)
{
double x1r, x1i, x3r, x3i, x4r, x4i, x6r, x6i;
x1r = a[2];
x1i = a[3];
x3r = a[6];
x3i = a[7];
x4r = a[8];
x4i = a[9];
x6r = a[12];
x6i = a[13];
a[2] = x4r;
a[3] = x4i;
a[6] = x6r;
a[7] = x6i;
a[8] = x1r;
a[9] = x1i;
a[12] = x3r;
a[13] = x3i;
}
void bitrv208neg(double *a)
{
double x1r, x1i, x2r, x2i, x3r, x3i, x4r, x4i,
x5r, x5i, x6r, x6i, x7r, x7i;
x1r = a[2];
x1i = a[3];
x2r = a[4];
x2i = a[5];
x3r = a[6];
x3i = a[7];
x4r = a[8];
x4i = a[9];
x5r = a[10];
x5i = a[11];
x6r = a[12];
x6i = a[13];
x7r = a[14];
x7i = a[15];
a[2] = x7r;
a[3] = x7i;
a[4] = x3r;
a[5] = x3i;
a[6] = x5r;
a[7] = x5i;
a[8] = x1r;
a[9] = x1i;
a[10] = x6r;
a[11] = x6i;
a[12] = x2r;
a[13] = x2i;
a[14] = x4r;
a[15] = x4i;
}
void bitrv1(int n, double *a)
{
int j0, k0, j1, k1, l, m, i, j, k, nh;
double x;
nh = n >> 1;
x = a[1];
a[1] = a[nh];
a[nh] = x;
m = 2;
for (l = n >> 2; l > 2; l >>= 2) {
m <<= 1;
}
if (l == 2) {
j1 = m + 1;
k1 = m + nh;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j0 = 0;
for (k0 = 2; k0 < m; k0 += 2) {
for (i = nh >> 1; i > (j0 ^= i); i >>= 1);
k = k0;
for (j = j0; j < j0 + k0; j += 2) {
x = a[j];
a[j] = a[k];
a[k] = x;
j1 = j + m;
k1 = k + m;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 += nh;
k1++;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 -= m;
k1 -= m;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1++;
k1 += nh;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 += m;
k1 += m;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 -= nh;
k1--;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 -= m;
k1 -= m;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
for (i = nh >> 1; i > (k ^= i); i >>= 1);
}
k1 = j0 + k0;
j1 = k1 + 1;
k1 += nh;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 += m;
k1 += m;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
}
} else {
j0 = 0;
for (k0 = 2; k0 < m; k0 += 2) {
for (i = nh >> 1; i > (j0 ^= i); i >>= 1);
k = k0;
for (j = j0; j < j0 + k0; j += 2) {
x = a[j];
a[j] = a[k];
a[k] = x;
j1 = j + nh;
k1 = k + 1;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1++;
k1 += nh;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
j1 -= nh;
k1--;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
for (i = nh >> 1; i > (k ^= i); i >>= 1);
}
k1 = j0 + k0;
j1 = k1 + 1;
k1 += nh;
x = a[j1];
a[j1] = a[k1];
a[k1] = x;
}
}
}
void cftb1st(int n, double *a)
{
int i, i0, j, j0, j1, j2, j3, m, mh;
double ew, w1r, w1i, wk1r, wk1i, wk3r, wk3i,
wd1r, wd1i, wd3r, wd3i, ss1, ss3;
double x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i;
mh = n >> 3;
m = 2 * mh;
j1 = m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[0] + a[j2];
x0i = -a[1] - a[j2 + 1];
x1r = a[0] - a[j2];
x1i = -a[1] + a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[0] = x0r + x2r;
a[1] = x0i - x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i + x2i;
a[j2] = x1r + x3i;
a[j2 + 1] = x1i + x3r;
a[j3] = x1r - x3i;
a[j3 + 1] = x1i - x3r;
wd1r = 1;
wd1i = 0;
wd3r = 1;
wd3i = 0;
ew = M_PI_2 / m;
w1r = cos(2 * ew);
w1i = sin(2 * ew);
wk1r = w1r;
wk1i = w1i;
ss1 = 2 * w1i;
wk3i = 2 * ss1 * wk1r;
wk3r = wk1r - wk3i * wk1i;
wk3i = wk1i - wk3i * wk1r;
ss3 = 2 * wk3i;
i = 0;
for (;;) {
i0 = i + 4 * CDFT_LOOP_DIV;
if (i0 > mh - 4) {
i0 = mh - 4;
}
for (j = i + 2; j < i0; j += 4) {
wd1r -= ss1 * wk1i;
wd1i += ss1 * wk1r;
wd3r -= ss3 * wk3i;
wd3i += ss3 * wk3r;
j1 = j + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j] + a[j2];
x0i = -a[j + 1] - a[j2 + 1];
x1r = a[j] - a[j2];
x1i = -a[j + 1] + a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[j] = x0r + x2r;
a[j + 1] = x0i - x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2] = wk1r * x0r - wk1i * x0i;
a[j2 + 1] = wk1r * x0i + wk1i * x0r;
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3] = wk3r * x0r + wk3i * x0i;
a[j3 + 1] = wk3r * x0i - wk3i * x0r;
x0r = a[j + 2] + a[j2 + 2];
x0i = -a[j + 3] - a[j2 + 3];
x1r = a[j + 2] - a[j2 + 2];
x1i = -a[j + 3] + a[j2 + 3];
x2r = a[j1 + 2] + a[j3 + 2];
x2i = a[j1 + 3] + a[j3 + 3];
x3r = a[j1 + 2] - a[j3 + 2];
x3i = a[j1 + 3] - a[j3 + 3];
a[j + 2] = x0r + x2r;
a[j + 3] = x0i - x2i;
a[j1 + 2] = x0r - x2r;
a[j1 + 3] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2 + 2] = wd1r * x0r - wd1i * x0i;
a[j2 + 3] = wd1r * x0i + wd1i * x0r;
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3 + 2] = wd3r * x0r + wd3i * x0i;
a[j3 + 3] = wd3r * x0i - wd3i * x0r;
j0 = m - j;
j1 = j0 + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j0] + a[j2];
x0i = -a[j0 + 1] - a[j2 + 1];
x1r = a[j0] - a[j2];
x1i = -a[j0 + 1] + a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[j0] = x0r + x2r;
a[j0 + 1] = x0i - x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2] = wk1i * x0r - wk1r * x0i;
a[j2 + 1] = wk1i * x0i + wk1r * x0r;
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3] = wk3i * x0r + wk3r * x0i;
a[j3 + 1] = wk3i * x0i - wk3r * x0r;
x0r = a[j0 - 2] + a[j2 - 2];
x0i = -a[j0 - 1] - a[j2 - 1];
x1r = a[j0 - 2] - a[j2 - 2];
x1i = -a[j0 - 1] + a[j2 - 1];
x2r = a[j1 - 2] + a[j3 - 2];
x2i = a[j1 - 1] + a[j3 - 1];
x3r = a[j1 - 2] - a[j3 - 2];
x3i = a[j1 - 1] - a[j3 - 1];
a[j0 - 2] = x0r + x2r;
a[j0 - 1] = x0i - x2i;
a[j1 - 2] = x0r - x2r;
a[j1 - 1] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2 - 2] = wd1i * x0r - wd1r * x0i;
a[j2 - 1] = wd1i * x0i + wd1r * x0r;
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3 - 2] = wd3i * x0r + wd3r * x0i;
a[j3 - 1] = wd3i * x0i - wd3r * x0r;
wk1r -= ss1 * wd1i;
wk1i += ss1 * wd1r;
wk3r -= ss3 * wd3i;
wk3i += ss3 * wd3r;
}
if (i0 == mh - 4) {
break;
}
wd1r = cos(ew * i0);
wd1i = sin(ew * i0);
wd3i = 4 * wd1i * wd1r;
wd3r = wd1r - wd3i * wd1i;
wd3i = wd1i - wd3i * wd1r;
wk1r = w1r * wd1r - w1i * wd1i;
wk1i = w1r * wd1i + w1i * wd1r;
wk3i = 4 * wk1i * wk1r;
wk3r = wk1r - wk3i * wk1i;
wk3i = wk1i - wk3i * wk1r;
i = i0;
}
wd1r = WR5000;
j0 = mh;
j1 = j0 + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j0 - 2] + a[j2 - 2];
x0i = -a[j0 - 1] - a[j2 - 1];
x1r = a[j0 - 2] - a[j2 - 2];
x1i = -a[j0 - 1] + a[j2 - 1];
x2r = a[j1 - 2] + a[j3 - 2];
x2i = a[j1 - 1] + a[j3 - 1];
x3r = a[j1 - 2] - a[j3 - 2];
x3i = a[j1 - 1] - a[j3 - 1];
a[j0 - 2] = x0r + x2r;
a[j0 - 1] = x0i - x2i;
a[j1 - 2] = x0r - x2r;
a[j1 - 1] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2 - 2] = wk1r * x0r - wk1i * x0i;
a[j2 - 1] = wk1r * x0i + wk1i * x0r;
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3 - 2] = wk3r * x0r + wk3i * x0i;
a[j3 - 1] = wk3r * x0i - wk3i * x0r;
x0r = a[j0] + a[j2];
x0i = -a[j0 + 1] - a[j2 + 1];
x1r = a[j0] - a[j2];
x1i = -a[j0 + 1] + a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[j0] = x0r + x2r;
a[j0 + 1] = x0i - x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2] = wd1r * (x0r - x0i);
a[j2 + 1] = wd1r * (x0i + x0r);
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3] = -wd1r * (x0r + x0i);
a[j3 + 1] = -wd1r * (x0i - x0r);
x0r = a[j0 + 2] + a[j2 + 2];
x0i = -a[j0 + 3] - a[j2 + 3];
x1r = a[j0 + 2] - a[j2 + 2];
x1i = -a[j0 + 3] + a[j2 + 3];
x2r = a[j1 + 2] + a[j3 + 2];
x2i = a[j1 + 3] + a[j3 + 3];
x3r = a[j1 + 2] - a[j3 + 2];
x3i = a[j1 + 3] - a[j3 + 3];
a[j0 + 2] = x0r + x2r;
a[j0 + 3] = x0i - x2i;
a[j1 + 2] = x0r - x2r;
a[j1 + 3] = x0i + x2i;
x0r = x1r + x3i;
x0i = x1i + x3r;
a[j2 + 2] = wk1i * x0r - wk1r * x0i;
a[j2 + 3] = wk1i * x0i + wk1r * x0r;
x0r = x1r - x3i;
x0i = x1i - x3r;
a[j3 + 2] = wk3i * x0r + wk3r * x0i;
a[j3 + 3] = wk3i * x0i - wk3r * x0r;
}
#ifdef USE_CDFT_THREADS
struct cdft_arg_st {
int n0;
int n;
double *a;
};
typedef struct cdft_arg_st cdft_arg_t;
void cftrec4_th(int n, double *a)
{
void *cftrec1_th(void *p);
void *cftrec2_th(void *p);
int i, idiv4, m, nthread;
cdft_thread_t th[4];
cdft_arg_t ag[4];
nthread = 2;
idiv4 = 0;
m = n >> 1;
if (n > CDFT_4THREADS_BEGIN_N) {
nthread = 4;
idiv4 = 1;
m >>= 1;
}
for (i = 0; i < nthread; i++) {
ag[i].n0 = n;
ag[i].n = m;
ag[i].a = &a[i * m];
if (i != idiv4) {
cdft_thread_create(&th[i], cftrec1_th, &ag[i]);
} else {
cdft_thread_create(&th[i], cftrec2_th, &ag[i]);
}
}
for (i = 0; i < nthread; i++) {
cdft_thread_wait(th[i]);
}
}
void *cftrec1_th(void *p)
{
int cfttree(int n, int j, int k, double *a);
void cftleaf(int n, int isplt, double *a);
void cftmdl1(int n, double *a);
int isplt, j, k, m, n, n0;
double *a;
n0 = ((cdft_arg_t *) p)->n0;
n = ((cdft_arg_t *) p)->n;
a = ((cdft_arg_t *) p)->a;
m = n0;
while (m > 512) {
m >>= 2;
cftmdl1(m, &a[n - m]);
}
cftleaf(m, 1, &a[n - m]);
k = 0;
for (j = n - m; j > 0; j -= m) {
k++;
isplt = cfttree(m, j, k, a);
cftleaf(m, isplt, &a[j - m]);
}
return (void *) 0;
}
void *cftrec2_th(void *p)
{
int cfttree(int n, int j, int k, double *a);
void cftleaf(int n, int isplt, double *a);
void cftmdl2(int n, double *a);
int isplt, j, k, m, n, n0;
double *a;
n0 = ((cdft_arg_t *) p)->n0;
n = ((cdft_arg_t *) p)->n;
a = ((cdft_arg_t *) p)->a;
k = 1;
m = n0;
while (m > 512) {
m >>= 2;
k <<= 2;
cftmdl2(m, &a[n - m]);
}
cftleaf(m, 0, &a[n - m]);
k >>= 1;
for (j = n - m; j > 0; j -= m) {
k++;
isplt = cfttree(m, j, k, a);
cftleaf(m, isplt, &a[j - m]);
}
return (void *) 0;
}
#endif /* USE_CDFT_THREADS */
void cftrec4(int n, double *a)
{
int cfttree(int n, int j, int k, double *a);
void cftleaf(int n, int isplt, double *a);
void cftmdl1(int n, double *a);
int isplt, j, k, m;
m = n;
while (m > 512) {
m >>= 2;
cftmdl1(m, &a[n - m]);
}
cftleaf(m, 1, &a[n - m]);
k = 0;
for (j = n - m; j > 0; j -= m) {
k++;
isplt = cfttree(m, j, k, a);
cftleaf(m, isplt, &a[j - m]);
}
}
int cfttree(int n, int j, int k, double *a)
{
void cftmdl1(int n, double *a);
void cftmdl2(int n, double *a);
int i, isplt, m;
if ((k & 3) != 0) {
isplt = k & 1;
if (isplt != 0) {
cftmdl1(n, &a[j - n]);
} else {
cftmdl2(n, &a[j - n]);
}
} else {
m = n;
for (i = k; (i & 3) == 0; i >>= 2) {
m <<= 2;
}
isplt = i & 1;
if (isplt != 0) {
while (m > 128) {
cftmdl1(m, &a[j - m]);
m >>= 2;
}
} else {
while (m > 128) {
cftmdl2(m, &a[j - m]);
m >>= 2;
}
}
}
return isplt;
}
void cftleaf(int n, int isplt, double *a)
{
void cftmdl1(int n, double *a);
void cftmdl2(int n, double *a);
void cftf161(double *a);
void cftf162(double *a);
void cftf081(double *a);
void cftf082(double *a);
if (n == 512) {
cftmdl1(128, a);
cftf161(a);
cftf162(&a[32]);
cftf161(&a[64]);
cftf161(&a[96]);
cftmdl2(128, &a[128]);
cftf161(&a[128]);
cftf162(&a[160]);
cftf161(&a[192]);
cftf162(&a[224]);
cftmdl1(128, &a[256]);
cftf161(&a[256]);
cftf162(&a[288]);
cftf161(&a[320]);
cftf161(&a[352]);
if (isplt != 0) {
cftmdl1(128, &a[384]);
cftf161(&a[480]);
} else {
cftmdl2(128, &a[384]);
cftf162(&a[480]);
}
cftf161(&a[384]);
cftf162(&a[416]);
cftf161(&a[448]);
} else {
cftmdl1(64, a);
cftf081(a);
cftf082(&a[16]);
cftf081(&a[32]);
cftf081(&a[48]);
cftmdl2(64, &a[64]);
cftf081(&a[64]);
cftf082(&a[80]);
cftf081(&a[96]);
cftf082(&a[112]);
cftmdl1(64, &a[128]);
cftf081(&a[128]);
cftf082(&a[144]);
cftf081(&a[160]);
cftf081(&a[176]);
if (isplt != 0) {
cftmdl1(64, &a[192]);
cftf081(&a[240]);
} else {
cftmdl2(64, &a[192]);
cftf082(&a[240]);
}
cftf081(&a[192]);
cftf082(&a[208]);
cftf081(&a[224]);
}
}
void cftmdl1(int n, double *a)
{
int i, i0, j, j0, j1, j2, j3, m, mh;
double ew, w1r, w1i, wk1r, wk1i, wk3r, wk3i,
wd1r, wd1i, wd3r, wd3i, ss1, ss3;
double x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i;
mh = n >> 3;
m = 2 * mh;
j1 = m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[0] + a[j2];
x0i = a[1] + a[j2 + 1];
x1r = a[0] - a[j2];
x1i = a[1] - a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[0] = x0r + x2r;
a[1] = x0i + x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i - x2i;
a[j2] = x1r - x3i;
a[j2 + 1] = x1i + x3r;
a[j3] = x1r + x3i;
a[j3 + 1] = x1i - x3r;
wd1r = 1;
wd1i = 0;
wd3r = 1;
wd3i = 0;
ew = M_PI_2 / m;
w1r = cos(2 * ew);
w1i = sin(2 * ew);
wk1r = w1r;
wk1i = w1i;
ss1 = 2 * w1i;
wk3i = 2 * ss1 * wk1r;
wk3r = wk1r - wk3i * wk1i;
wk3i = wk1i - wk3i * wk1r;
ss3 = 2 * wk3i;
i = 0;
for (;;) {
i0 = i + 4 * CDFT_LOOP_DIV;
if (i0 > mh - 4) {
i0 = mh - 4;
}
for (j = i + 2; j < i0; j += 4) {
wd1r -= ss1 * wk1i;
wd1i += ss1 * wk1r;
wd3r -= ss3 * wk3i;
wd3i += ss3 * wk3r;
j1 = j + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j] + a[j2];
x0i = a[j + 1] + a[j2 + 1];
x1r = a[j] - a[j2];
x1i = a[j + 1] - a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[j] = x0r + x2r;
a[j + 1] = x0i + x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2] = wk1r * x0r - wk1i * x0i;
a[j2 + 1] = wk1r * x0i + wk1i * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3] = wk3r * x0r + wk3i * x0i;
a[j3 + 1] = wk3r * x0i - wk3i * x0r;
x0r = a[j + 2] + a[j2 + 2];
x0i = a[j + 3] + a[j2 + 3];
x1r = a[j + 2] - a[j2 + 2];
x1i = a[j + 3] - a[j2 + 3];
x2r = a[j1 + 2] + a[j3 + 2];
x2i = a[j1 + 3] + a[j3 + 3];
x3r = a[j1 + 2] - a[j3 + 2];
x3i = a[j1 + 3] - a[j3 + 3];
a[j + 2] = x0r + x2r;
a[j + 3] = x0i + x2i;
a[j1 + 2] = x0r - x2r;
a[j1 + 3] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2 + 2] = wd1r * x0r - wd1i * x0i;
a[j2 + 3] = wd1r * x0i + wd1i * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3 + 2] = wd3r * x0r + wd3i * x0i;
a[j3 + 3] = wd3r * x0i - wd3i * x0r;
j0 = m - j;
j1 = j0 + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j0] + a[j2];
x0i = a[j0 + 1] + a[j2 + 1];
x1r = a[j0] - a[j2];
x1i = a[j0 + 1] - a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[j0] = x0r + x2r;
a[j0 + 1] = x0i + x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2] = wk1i * x0r - wk1r * x0i;
a[j2 + 1] = wk1i * x0i + wk1r * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3] = wk3i * x0r + wk3r * x0i;
a[j3 + 1] = wk3i * x0i - wk3r * x0r;
x0r = a[j0 - 2] + a[j2 - 2];
x0i = a[j0 - 1] + a[j2 - 1];
x1r = a[j0 - 2] - a[j2 - 2];
x1i = a[j0 - 1] - a[j2 - 1];
x2r = a[j1 - 2] + a[j3 - 2];
x2i = a[j1 - 1] + a[j3 - 1];
x3r = a[j1 - 2] - a[j3 - 2];
x3i = a[j1 - 1] - a[j3 - 1];
a[j0 - 2] = x0r + x2r;
a[j0 - 1] = x0i + x2i;
a[j1 - 2] = x0r - x2r;
a[j1 - 1] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2 - 2] = wd1i * x0r - wd1r * x0i;
a[j2 - 1] = wd1i * x0i + wd1r * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3 - 2] = wd3i * x0r + wd3r * x0i;
a[j3 - 1] = wd3i * x0i - wd3r * x0r;
wk1r -= ss1 * wd1i;
wk1i += ss1 * wd1r;
wk3r -= ss3 * wd3i;
wk3i += ss3 * wd3r;
}
if (i0 == mh - 4) {
break;
}
wd1r = cos(ew * i0);
wd1i = sin(ew * i0);
wd3i = 4 * wd1i * wd1r;
wd3r = wd1r - wd3i * wd1i;
wd3i = wd1i - wd3i * wd1r;
wk1r = w1r * wd1r - w1i * wd1i;
wk1i = w1r * wd1i + w1i * wd1r;
wk3i = 4 * wk1i * wk1r;
wk3r = wk1r - wk3i * wk1i;
wk3i = wk1i - wk3i * wk1r;
i = i0;
}
wd1r = WR5000;
j0 = mh;
j1 = j0 + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j0 - 2] + a[j2 - 2];
x0i = a[j0 - 1] + a[j2 - 1];
x1r = a[j0 - 2] - a[j2 - 2];
x1i = a[j0 - 1] - a[j2 - 1];
x2r = a[j1 - 2] + a[j3 - 2];
x2i = a[j1 - 1] + a[j3 - 1];
x3r = a[j1 - 2] - a[j3 - 2];
x3i = a[j1 - 1] - a[j3 - 1];
a[j0 - 2] = x0r + x2r;
a[j0 - 1] = x0i + x2i;
a[j1 - 2] = x0r - x2r;
a[j1 - 1] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2 - 2] = wk1r * x0r - wk1i * x0i;
a[j2 - 1] = wk1r * x0i + wk1i * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3 - 2] = wk3r * x0r + wk3i * x0i;
a[j3 - 1] = wk3r * x0i - wk3i * x0r;
x0r = a[j0] + a[j2];
x0i = a[j0 + 1] + a[j2 + 1];
x1r = a[j0] - a[j2];
x1i = a[j0 + 1] - a[j2 + 1];
x2r = a[j1] + a[j3];
x2i = a[j1 + 1] + a[j3 + 1];
x3r = a[j1] - a[j3];
x3i = a[j1 + 1] - a[j3 + 1];
a[j0] = x0r + x2r;
a[j0 + 1] = x0i + x2i;
a[j1] = x0r - x2r;
a[j1 + 1] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2] = wd1r * (x0r - x0i);
a[j2 + 1] = wd1r * (x0i + x0r);
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3] = -wd1r * (x0r + x0i);
a[j3 + 1] = -wd1r * (x0i - x0r);
x0r = a[j0 + 2] + a[j2 + 2];
x0i = a[j0 + 3] + a[j2 + 3];
x1r = a[j0 + 2] - a[j2 + 2];
x1i = a[j0 + 3] - a[j2 + 3];
x2r = a[j1 + 2] + a[j3 + 2];
x2i = a[j1 + 3] + a[j3 + 3];
x3r = a[j1 + 2] - a[j3 + 2];
x3i = a[j1 + 3] - a[j3 + 3];
a[j0 + 2] = x0r + x2r;
a[j0 + 3] = x0i + x2i;
a[j1 + 2] = x0r - x2r;
a[j1 + 3] = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
a[j2 + 2] = wk1i * x0r - wk1r * x0i;
a[j2 + 3] = wk1i * x0i + wk1r * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
a[j3 + 2] = wk3i * x0r + wk3r * x0i;
a[j3 + 3] = wk3i * x0i - wk3r * x0r;
}
void cftmdl2(int n, double *a)
{
int i, i0, j, j0, j1, j2, j3, m, mh;
double ew, w1r, w1i, wn4r, wk1r, wk1i, wk3r, wk3i,
wl1r, wl1i, wl3r, wl3i, wd1r, wd1i, wd3r, wd3i,
we1r, we1i, we3r, we3i, ss1, ss3;
double x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i, y0r, y0i, y2r, y2i;
mh = n >> 3;
m = 2 * mh;
wn4r = WR5000;
j1 = m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[0] - a[j2 + 1];
x0i = a[1] + a[j2];
x1r = a[0] + a[j2 + 1];
x1i = a[1] - a[j2];
x2r = a[j1] - a[j3 + 1];
x2i = a[j1 + 1] + a[j3];
x3r = a[j1] + a[j3 + 1];
x3i = a[j1 + 1] - a[j3];
y0r = wn4r * (x2r - x2i);
y0i = wn4r * (x2i + x2r);
a[0] = x0r + y0r;
a[1] = x0i + y0i;
a[j1] = x0r - y0r;
a[j1 + 1] = x0i - y0i;
y0r = wn4r * (x3r - x3i);
y0i = wn4r * (x3i + x3r);
a[j2] = x1r - y0i;
a[j2 + 1] = x1i + y0r;
a[j3] = x1r + y0i;
a[j3 + 1] = x1i - y0r;
wl1r = 1;
wl1i = 0;
wl3r = 1;
wl3i = 0;
we1r = wn4r;
we1i = wn4r;
we3r = -wn4r;
we3i = -wn4r;
ew = M_PI_2 / (2 * m);
w1r = cos(2 * ew);
w1i = sin(2 * ew);
wk1r = w1r;
wk1i = w1i;
wd1r = wn4r * (w1r - w1i);
wd1i = wn4r * (w1i + w1r);
ss1 = 2 * w1i;
wk3i = 2 * ss1 * wk1r;
wk3r = wk1r - wk3i * wk1i;
wk3i = wk1i - wk3i * wk1r;
ss3 = 2 * wk3i;
wd3r = -wn4r * (wk3r - wk3i);
wd3i = -wn4r * (wk3i + wk3r);
i = 0;
for (;;) {
i0 = i + 4 * CDFT_LOOP_DIV;
if (i0 > mh - 4) {
i0 = mh - 4;
}
for (j = i + 2; j < i0; j += 4) {
wl1r -= ss1 * wk1i;
wl1i += ss1 * wk1r;
wl3r -= ss3 * wk3i;
wl3i += ss3 * wk3r;
we1r -= ss1 * wd1i;
we1i += ss1 * wd1r;
we3r -= ss3 * wd3i;
we3i += ss3 * wd3r;
j1 = j + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j] - a[j2 + 1];
x0i = a[j + 1] + a[j2];
x1r = a[j] + a[j2 + 1];
x1i = a[j + 1] - a[j2];
x2r = a[j1] - a[j3 + 1];
x2i = a[j1 + 1] + a[j3];
x3r = a[j1] + a[j3 + 1];
x3i = a[j1 + 1] - a[j3];
y0r = wk1r * x0r - wk1i * x0i;
y0i = wk1r * x0i + wk1i * x0r;
y2r = wd1r * x2r - wd1i * x2i;
y2i = wd1r * x2i + wd1i * x2r;
a[j] = y0r + y2r;
a[j + 1] = y0i + y2i;
a[j1] = y0r - y2r;
a[j1 + 1] = y0i - y2i;
y0r = wk3r * x1r + wk3i * x1i;
y0i = wk3r * x1i - wk3i * x1r;
y2r = wd3r * x3r + wd3i * x3i;
y2i = wd3r * x3i - wd3i * x3r;
a[j2] = y0r + y2r;
a[j2 + 1] = y0i + y2i;
a[j3] = y0r - y2r;
a[j3 + 1] = y0i - y2i;
x0r = a[j + 2] - a[j2 + 3];
x0i = a[j + 3] + a[j2 + 2];
x1r = a[j + 2] + a[j2 + 3];
x1i = a[j + 3] - a[j2 + 2];
x2r = a[j1 + 2] - a[j3 + 3];
x2i = a[j1 + 3] + a[j3 + 2];
x3r = a[j1 + 2] + a[j3 + 3];
x3i = a[j1 + 3] - a[j3 + 2];
y0r = wl1r * x0r - wl1i * x0i;
y0i = wl1r * x0i + wl1i * x0r;
y2r = we1r * x2r - we1i * x2i;
y2i = we1r * x2i + we1i * x2r;
a[j + 2] = y0r + y2r;
a[j + 3] = y0i + y2i;
a[j1 + 2] = y0r - y2r;
a[j1 + 3] = y0i - y2i;
y0r = wl3r * x1r + wl3i * x1i;
y0i = wl3r * x1i - wl3i * x1r;
y2r = we3r * x3r + we3i * x3i;
y2i = we3r * x3i - we3i * x3r;
a[j2 + 2] = y0r + y2r;
a[j2 + 3] = y0i + y2i;
a[j3 + 2] = y0r - y2r;
a[j3 + 3] = y0i - y2i;
j0 = m - j;
j1 = j0 + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j0] - a[j2 + 1];
x0i = a[j0 + 1] + a[j2];
x1r = a[j0] + a[j2 + 1];
x1i = a[j0 + 1] - a[j2];
x2r = a[j1] - a[j3 + 1];
x2i = a[j1 + 1] + a[j3];
x3r = a[j1] + a[j3 + 1];
x3i = a[j1 + 1] - a[j3];
y0r = wd1i * x0r - wd1r * x0i;
y0i = wd1i * x0i + wd1r * x0r;
y2r = wk1i * x2r - wk1r * x2i;
y2i = wk1i * x2i + wk1r * x2r;
a[j0] = y0r + y2r;
a[j0 + 1] = y0i + y2i;
a[j1] = y0r - y2r;
a[j1 + 1] = y0i - y2i;
y0r = wd3i * x1r + wd3r * x1i;
y0i = wd3i * x1i - wd3r * x1r;
y2r = wk3i * x3r + wk3r * x3i;
y2i = wk3i * x3i - wk3r * x3r;
a[j2] = y0r + y2r;
a[j2 + 1] = y0i + y2i;
a[j3] = y0r - y2r;
a[j3 + 1] = y0i - y2i;
x0r = a[j0 - 2] - a[j2 - 1];
x0i = a[j0 - 1] + a[j2 - 2];
x1r = a[j0 - 2] + a[j2 - 1];
x1i = a[j0 - 1] - a[j2 - 2];
x2r = a[j1 - 2] - a[j3 - 1];
x2i = a[j1 - 1] + a[j3 - 2];
x3r = a[j1 - 2] + a[j3 - 1];
x3i = a[j1 - 1] - a[j3 - 2];
y0r = we1i * x0r - we1r * x0i;
y0i = we1i * x0i + we1r * x0r;
y2r = wl1i * x2r - wl1r * x2i;
y2i = wl1i * x2i + wl1r * x2r;
a[j0 - 2] = y0r + y2r;
a[j0 - 1] = y0i + y2i;
a[j1 - 2] = y0r - y2r;
a[j1 - 1] = y0i - y2i;
y0r = we3i * x1r + we3r * x1i;
y0i = we3i * x1i - we3r * x1r;
y2r = wl3i * x3r + wl3r * x3i;
y2i = wl3i * x3i - wl3r * x3r;
a[j2 - 2] = y0r + y2r;
a[j2 - 1] = y0i + y2i;
a[j3 - 2] = y0r - y2r;
a[j3 - 1] = y0i - y2i;
wk1r -= ss1 * wl1i;
wk1i += ss1 * wl1r;
wk3r -= ss3 * wl3i;
wk3i += ss3 * wl3r;
wd1r -= ss1 * we1i;
wd1i += ss1 * we1r;
wd3r -= ss3 * we3i;
wd3i += ss3 * we3r;
}
if (i0 == mh - 4) {
break;
}
wl1r = cos(ew * i0);
wl1i = sin(ew * i0);
wl3i = 4 * wl1i * wl1r;
wl3r = wl1r - wl3i * wl1i;
wl3i = wl1i - wl3i * wl1r;
we1r = wn4r * (wl1r - wl1i);
we1i = wn4r * (wl1i + wl1r);
we3r = -wn4r * (wl3r - wl3i);
we3i = -wn4r * (wl3i + wl3r);
wk1r = w1r * wl1r - w1i * wl1i;
wk1i = w1r * wl1i + w1i * wl1r;
wk3i = 4 * wk1i * wk1r;
wk3r = wk1r - wk3i * wk1i;
wk3i = wk1i - wk3i * wk1r;
wd1r = wn4r * (wk1r - wk1i);
wd1i = wn4r * (wk1i + wk1r);
wd3r = -wn4r * (wk3r - wk3i);
wd3i = -wn4r * (wk3i + wk3r);
i = i0;
}
wl1r = WR2500;
wl1i = WI2500;
j0 = mh;
j1 = j0 + m;
j2 = j1 + m;
j3 = j2 + m;
x0r = a[j0 - 2] - a[j2 - 1];
x0i = a[j0 - 1] + a[j2 - 2];
x1r = a[j0 - 2] + a[j2 - 1];
x1i = a[j0 - 1] - a[j2 - 2];
x2r = a[j1 - 2] - a[j3 - 1];
x2i = a[j1 - 1] + a[j3 - 2];
x3r = a[j1 - 2] + a[j3 - 1];
x3i = a[j1 - 1] - a[j3 - 2];
y0r = wk1r * x0r - wk1i * x0i;
y0i = wk1r * x0i + wk1i * x0r;
y2r = wd1r * x2r - wd1i * x2i;
y2i = wd1r * x2i + wd1i * x2r;
a[j0 - 2] = y0r + y2r;
a[j0 - 1] = y0i + y2i;
a[j1 - 2] = y0r - y2r;
a[j1 - 1] = y0i - y2i;
y0r = wk3r * x1r + wk3i * x1i;
y0i = wk3r * x1i - wk3i * x1r;
y2r = wd3r * x3r + wd3i * x3i;
y2i = wd3r * x3i - wd3i * x3r;
a[j2 - 2] = y0r + y2r;
a[j2 - 1] = y0i + y2i;
a[j3 - 2] = y0r - y2r;
a[j3 - 1] = y0i - y2i;
x0r = a[j0] - a[j2 + 1];
x0i = a[j0 + 1] + a[j2];
x1r = a[j0] + a[j2 + 1];
x1i = a[j0 + 1] - a[j2];
x2r = a[j1] - a[j3 + 1];
x2i = a[j1 + 1] + a[j3];
x3r = a[j1] + a[j3 + 1];
x3i = a[j1 + 1] - a[j3];
y0r = wl1r * x0r - wl1i * x0i;
y0i = wl1r * x0i + wl1i * x0r;
y2r = wl1i * x2r - wl1r * x2i;
y2i = wl1i * x2i + wl1r * x2r;
a[j0] = y0r + y2r;
a[j0 + 1] = y0i + y2i;
a[j1] = y0r - y2r;
a[j1 + 1] = y0i - y2i;
y0r = wl1i * x1r - wl1r * x1i;
y0i = wl1i * x1i + wl1r * x1r;
y2r = wl1r * x3r - wl1i * x3i;
y2i = wl1r * x3i + wl1i * x3r;
a[j2] = y0r - y2r;
a[j2 + 1] = y0i - y2i;
a[j3] = y0r + y2r;
a[j3 + 1] = y0i + y2i;
x0r = a[j0 + 2] - a[j2 + 3];
x0i = a[j0 + 3] + a[j2 + 2];
x1r = a[j0 + 2] + a[j2 + 3];
x1i = a[j0 + 3] - a[j2 + 2];
x2r = a[j1 + 2] - a[j3 + 3];
x2i = a[j1 + 3] + a[j3 + 2];
x3r = a[j1 + 2] + a[j3 + 3];
x3i = a[j1 + 3] - a[j3 + 2];
y0r = wd1i * x0r - wd1r * x0i;
y0i = wd1i * x0i + wd1r * x0r;
y2r = wk1i * x2r - wk1r * x2i;
y2i = wk1i * x2i + wk1r * x2r;
a[j0 + 2] = y0r + y2r;
a[j0 + 3] = y0i + y2i;
a[j1 + 2] = y0r - y2r;
a[j1 + 3] = y0i - y2i;
y0r = wd3i * x1r + wd3r * x1i;
y0i = wd3i * x1i - wd3r * x1r;
y2r = wk3i * x3r + wk3r * x3i;
y2i = wk3i * x3i - wk3r * x3r;
a[j2 + 2] = y0r + y2r;
a[j2 + 3] = y0i + y2i;
a[j3 + 2] = y0r - y2r;
a[j3 + 3] = y0i - y2i;
}
void cftfx41(int n, double *a)
{
void cftf161(double *a);
void cftf162(double *a);
void cftf081(double *a);
void cftf082(double *a);
if (n == 128) {
cftf161(a);
cftf162(&a[32]);
cftf161(&a[64]);
cftf161(&a[96]);
} else {
cftf081(a);
cftf082(&a[16]);
cftf081(&a[32]);
cftf081(&a[48]);
}
}
void cftf161(double *a)
{
double wn4r, wk1r, wk1i,
x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i,
y0r, y0i, y1r, y1i, y2r, y2i, y3r, y3i,
y4r, y4i, y5r, y5i, y6r, y6i, y7r, y7i,
y8r, y8i, y9r, y9i, y10r, y10i, y11r, y11i,
y12r, y12i, y13r, y13i, y14r, y14i, y15r, y15i;
wn4r = WR5000;
wk1r = WR2500;
wk1i = WI2500;
x0r = a[0] + a[16];
x0i = a[1] + a[17];
x1r = a[0] - a[16];
x1i = a[1] - a[17];
x2r = a[8] + a[24];
x2i = a[9] + a[25];
x3r = a[8] - a[24];
x3i = a[9] - a[25];
y0r = x0r + x2r;
y0i = x0i + x2i;
y4r = x0r - x2r;
y4i = x0i - x2i;
y8r = x1r - x3i;
y8i = x1i + x3r;
y12r = x1r + x3i;
y12i = x1i - x3r;
x0r = a[2] + a[18];
x0i = a[3] + a[19];
x1r = a[2] - a[18];
x1i = a[3] - a[19];
x2r = a[10] + a[26];
x2i = a[11] + a[27];
x3r = a[10] - a[26];
x3i = a[11] - a[27];
y1r = x0r + x2r;
y1i = x0i + x2i;
y5r = x0r - x2r;
y5i = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
y9r = wk1r * x0r - wk1i * x0i;
y9i = wk1r * x0i + wk1i * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
y13r = wk1i * x0r - wk1r * x0i;
y13i = wk1i * x0i + wk1r * x0r;
x0r = a[4] + a[20];
x0i = a[5] + a[21];
x1r = a[4] - a[20];
x1i = a[5] - a[21];
x2r = a[12] + a[28];
x2i = a[13] + a[29];
x3r = a[12] - a[28];
x3i = a[13] - a[29];
y2r = x0r + x2r;
y2i = x0i + x2i;
y6r = x0r - x2r;
y6i = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
y10r = wn4r * (x0r - x0i);
y10i = wn4r * (x0i + x0r);
x0r = x1r + x3i;
x0i = x1i - x3r;
y14r = wn4r * (x0r + x0i);
y14i = wn4r * (x0i - x0r);
x0r = a[6] + a[22];
x0i = a[7] + a[23];
x1r = a[6] - a[22];
x1i = a[7] - a[23];
x2r = a[14] + a[30];
x2i = a[15] + a[31];
x3r = a[14] - a[30];
x3i = a[15] - a[31];
y3r = x0r + x2r;
y3i = x0i + x2i;
y7r = x0r - x2r;
y7i = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
y11r = wk1i * x0r - wk1r * x0i;
y11i = wk1i * x0i + wk1r * x0r;
x0r = x1r + x3i;
x0i = x1i - x3r;
y15r = wk1r * x0r - wk1i * x0i;
y15i = wk1r * x0i + wk1i * x0r;
x0r = y12r - y14r;
x0i = y12i - y14i;
x1r = y12r + y14r;
x1i = y12i + y14i;
x2r = y13r - y15r;
x2i = y13i - y15i;
x3r = y13r + y15r;
x3i = y13i + y15i;
a[24] = x0r + x2r;
a[25] = x0i + x2i;
a[26] = x0r - x2r;
a[27] = x0i - x2i;
a[28] = x1r - x3i;
a[29] = x1i + x3r;
a[30] = x1r + x3i;
a[31] = x1i - x3r;
x0r = y8r + y10r;
x0i = y8i + y10i;
x1r = y8r - y10r;
x1i = y8i - y10i;
x2r = y9r + y11r;
x2i = y9i + y11i;
x3r = y9r - y11r;
x3i = y9i - y11i;
a[16] = x0r + x2r;
a[17] = x0i + x2i;
a[18] = x0r - x2r;
a[19] = x0i - x2i;
a[20] = x1r - x3i;
a[21] = x1i + x3r;
a[22] = x1r + x3i;
a[23] = x1i - x3r;
x0r = y5r - y7i;
x0i = y5i + y7r;
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
x0r = y5r + y7i;
x0i = y5i - y7r;
x3r = wn4r * (x0r - x0i);
x3i = wn4r * (x0i + x0r);
x0r = y4r - y6i;
x0i = y4i + y6r;
x1r = y4r + y6i;
x1i = y4i - y6r;
a[8] = x0r + x2r;
a[9] = x0i + x2i;
a[10] = x0r - x2r;
a[11] = x0i - x2i;
a[12] = x1r - x3i;
a[13] = x1i + x3r;
a[14] = x1r + x3i;
a[15] = x1i - x3r;
x0r = y0r + y2r;
x0i = y0i + y2i;
x1r = y0r - y2r;
x1i = y0i - y2i;
x2r = y1r + y3r;
x2i = y1i + y3i;
x3r = y1r - y3r;
x3i = y1i - y3i;
a[0] = x0r + x2r;
a[1] = x0i + x2i;
a[2] = x0r - x2r;
a[3] = x0i - x2i;
a[4] = x1r - x3i;
a[5] = x1i + x3r;
a[6] = x1r + x3i;
a[7] = x1i - x3r;
}
void cftf162(double *a)
{
double wn4r, wk1r, wk1i, wk2r, wk2i, wk3r, wk3i,
x0r, x0i, x1r, x1i, x2r, x2i,
y0r, y0i, y1r, y1i, y2r, y2i, y3r, y3i,
y4r, y4i, y5r, y5i, y6r, y6i, y7r, y7i,
y8r, y8i, y9r, y9i, y10r, y10i, y11r, y11i,
y12r, y12i, y13r, y13i, y14r, y14i, y15r, y15i;
wn4r = WR5000;
wk1r = WR1250;
wk1i = WI1250;
wk2r = WR2500;
wk2i = WI2500;
wk3r = WR3750;
wk3i = WI3750;
x1r = a[0] - a[17];
x1i = a[1] + a[16];
x0r = a[8] - a[25];
x0i = a[9] + a[24];
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
y0r = x1r + x2r;
y0i = x1i + x2i;
y4r = x1r - x2r;
y4i = x1i - x2i;
x1r = a[0] + a[17];
x1i = a[1] - a[16];
x0r = a[8] + a[25];
x0i = a[9] - a[24];
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
y8r = x1r - x2i;
y8i = x1i + x2r;
y12r = x1r + x2i;
y12i = x1i - x2r;
x0r = a[2] - a[19];
x0i = a[3] + a[18];
x1r = wk1r * x0r - wk1i * x0i;
x1i = wk1r * x0i + wk1i * x0r;
x0r = a[10] - a[27];
x0i = a[11] + a[26];
x2r = wk3i * x0r - wk3r * x0i;
x2i = wk3i * x0i + wk3r * x0r;
y1r = x1r + x2r;
y1i = x1i + x2i;
y5r = x1r - x2r;
y5i = x1i - x2i;
x0r = a[2] + a[19];
x0i = a[3] - a[18];
x1r = wk3r * x0r - wk3i * x0i;
x1i = wk3r * x0i + wk3i * x0r;
x0r = a[10] + a[27];
x0i = a[11] - a[26];
x2r = wk1r * x0r + wk1i * x0i;
x2i = wk1r * x0i - wk1i * x0r;
y9r = x1r - x2r;
y9i = x1i - x2i;
y13r = x1r + x2r;
y13i = x1i + x2i;
x0r = a[4] - a[21];
x0i = a[5] + a[20];
x1r = wk2r * x0r - wk2i * x0i;
x1i = wk2r * x0i + wk2i * x0r;
x0r = a[12] - a[29];
x0i = a[13] + a[28];
x2r = wk2i * x0r - wk2r * x0i;
x2i = wk2i * x0i + wk2r * x0r;
y2r = x1r + x2r;
y2i = x1i + x2i;
y6r = x1r - x2r;
y6i = x1i - x2i;
x0r = a[4] + a[21];
x0i = a[5] - a[20];
x1r = wk2i * x0r - wk2r * x0i;
x1i = wk2i * x0i + wk2r * x0r;
x0r = a[12] + a[29];
x0i = a[13] - a[28];
x2r = wk2r * x0r - wk2i * x0i;
x2i = wk2r * x0i + wk2i * x0r;
y10r = x1r - x2r;
y10i = x1i - x2i;
y14r = x1r + x2r;
y14i = x1i + x2i;
x0r = a[6] - a[23];
x0i = a[7] + a[22];
x1r = wk3r * x0r - wk3i * x0i;
x1i = wk3r * x0i + wk3i * x0r;
x0r = a[14] - a[31];
x0i = a[15] + a[30];
x2r = wk1i * x0r - wk1r * x0i;
x2i = wk1i * x0i + wk1r * x0r;
y3r = x1r + x2r;
y3i = x1i + x2i;
y7r = x1r - x2r;
y7i = x1i - x2i;
x0r = a[6] + a[23];
x0i = a[7] - a[22];
x1r = wk1i * x0r + wk1r * x0i;
x1i = wk1i * x0i - wk1r * x0r;
x0r = a[14] + a[31];
x0i = a[15] - a[30];
x2r = wk3i * x0r - wk3r * x0i;
x2i = wk3i * x0i + wk3r * x0r;
y11r = x1r + x2r;
y11i = x1i + x2i;
y15r = x1r - x2r;
y15i = x1i - x2i;
x1r = y0r + y2r;
x1i = y0i + y2i;
x2r = y1r + y3r;
x2i = y1i + y3i;
a[0] = x1r + x2r;
a[1] = x1i + x2i;
a[2] = x1r - x2r;
a[3] = x1i - x2i;
x1r = y0r - y2r;
x1i = y0i - y2i;
x2r = y1r - y3r;
x2i = y1i - y3i;
a[4] = x1r - x2i;
a[5] = x1i + x2r;
a[6] = x1r + x2i;
a[7] = x1i - x2r;
x1r = y4r - y6i;
x1i = y4i + y6r;
x0r = y5r - y7i;
x0i = y5i + y7r;
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
a[8] = x1r + x2r;
a[9] = x1i + x2i;
a[10] = x1r - x2r;
a[11] = x1i - x2i;
x1r = y4r + y6i;
x1i = y4i - y6r;
x0r = y5r + y7i;
x0i = y5i - y7r;
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
a[12] = x1r - x2i;
a[13] = x1i + x2r;
a[14] = x1r + x2i;
a[15] = x1i - x2r;
x1r = y8r + y10r;
x1i = y8i + y10i;
x2r = y9r - y11r;
x2i = y9i - y11i;
a[16] = x1r + x2r;
a[17] = x1i + x2i;
a[18] = x1r - x2r;
a[19] = x1i - x2i;
x1r = y8r - y10r;
x1i = y8i - y10i;
x2r = y9r + y11r;
x2i = y9i + y11i;
a[20] = x1r - x2i;
a[21] = x1i + x2r;
a[22] = x1r + x2i;
a[23] = x1i - x2r;
x1r = y12r - y14i;
x1i = y12i + y14r;
x0r = y13r + y15i;
x0i = y13i - y15r;
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
a[24] = x1r + x2r;
a[25] = x1i + x2i;
a[26] = x1r - x2r;
a[27] = x1i - x2i;
x1r = y12r + y14i;
x1i = y12i - y14r;
x0r = y13r - y15i;
x0i = y13i + y15r;
x2r = wn4r * (x0r - x0i);
x2i = wn4r * (x0i + x0r);
a[28] = x1r - x2i;
a[29] = x1i + x2r;
a[30] = x1r + x2i;
a[31] = x1i - x2r;
}
void cftf081(double *a)
{
double wn4r, x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i,
y0r, y0i, y1r, y1i, y2r, y2i, y3r, y3i,
y4r, y4i, y5r, y5i, y6r, y6i, y7r, y7i;
wn4r = WR5000;
x0r = a[0] + a[8];
x0i = a[1] + a[9];
x1r = a[0] - a[8];
x1i = a[1] - a[9];
x2r = a[4] + a[12];
x2i = a[5] + a[13];
x3r = a[4] - a[12];
x3i = a[5] - a[13];
y0r = x0r + x2r;
y0i = x0i + x2i;
y2r = x0r - x2r;
y2i = x0i - x2i;
y1r = x1r - x3i;
y1i = x1i + x3r;
y3r = x1r + x3i;
y3i = x1i - x3r;
x0r = a[2] + a[10];
x0i = a[3] + a[11];
x1r = a[2] - a[10];
x1i = a[3] - a[11];
x2r = a[6] + a[14];
x2i = a[7] + a[15];
x3r = a[6] - a[14];
x3i = a[7] - a[15];
y4r = x0r + x2r;
y4i = x0i + x2i;
y6r = x0r - x2r;
y6i = x0i - x2i;
x0r = x1r - x3i;
x0i = x1i + x3r;
x2r = x1r + x3i;
x2i = x1i - x3r;
y5r = wn4r * (x0r - x0i);
y5i = wn4r * (x0r + x0i);
y7r = wn4r * (x2r - x2i);
y7i = wn4r * (x2r + x2i);
a[8] = y1r + y5r;
a[9] = y1i + y5i;
a[10] = y1r - y5r;
a[11] = y1i - y5i;
a[12] = y3r - y7i;
a[13] = y3i + y7r;
a[14] = y3r + y7i;
a[15] = y3i - y7r;
a[0] = y0r + y4r;
a[1] = y0i + y4i;
a[2] = y0r - y4r;
a[3] = y0i - y4i;
a[4] = y2r - y6i;
a[5] = y2i + y6r;
a[6] = y2r + y6i;
a[7] = y2i - y6r;
}
void cftf082(double *a)
{
double wn4r, wk1r, wk1i, x0r, x0i, x1r, x1i,
y0r, y0i, y1r, y1i, y2r, y2i, y3r, y3i,
y4r, y4i, y5r, y5i, y6r, y6i, y7r, y7i;
wn4r = WR5000;
wk1r = WR2500;
wk1i = WI2500;
y0r = a[0] - a[9];
y0i = a[1] + a[8];
y1r = a[0] + a[9];
y1i = a[1] - a[8];
x0r = a[4] - a[13];
x0i = a[5] + a[12];
y2r = wn4r * (x0r - x0i);
y2i = wn4r * (x0i + x0r);
x0r = a[4] + a[13];
x0i = a[5] - a[12];
y3r = wn4r * (x0r - x0i);
y3i = wn4r * (x0i + x0r);
x0r = a[2] - a[11];
x0i = a[3] + a[10];
y4r = wk1r * x0r - wk1i * x0i;
y4i = wk1r * x0i + wk1i * x0r;
x0r = a[2] + a[11];
x0i = a[3] - a[10];
y5r = wk1i * x0r - wk1r * x0i;
y5i = wk1i * x0i + wk1r * x0r;
x0r = a[6] - a[15];
x0i = a[7] + a[14];
y6r = wk1i * x0r - wk1r * x0i;
y6i = wk1i * x0i + wk1r * x0r;
x0r = a[6] + a[15];
x0i = a[7] - a[14];
y7r = wk1r * x0r - wk1i * x0i;
y7i = wk1r * x0i + wk1i * x0r;
x0r = y0r + y2r;
x0i = y0i + y2i;
x1r = y4r + y6r;
x1i = y4i + y6i;
a[0] = x0r + x1r;
a[1] = x0i + x1i;
a[2] = x0r - x1r;
a[3] = x0i - x1i;
x0r = y0r - y2r;
x0i = y0i - y2i;
x1r = y4r - y6r;
x1i = y4i - y6i;
a[4] = x0r - x1i;
a[5] = x0i + x1r;
a[6] = x0r + x1i;
a[7] = x0i - x1r;
x0r = y1r - y3i;
x0i = y1i + y3r;
x1r = y5r - y7r;
x1i = y5i - y7i;
a[8] = x0r + x1r;
a[9] = x0i + x1i;
a[10] = x0r - x1r;
a[11] = x0i - x1i;
x0r = y1r + y3i;
x0i = y1i - y3r;
x1r = y5r + y7r;
x1i = y5i + y7i;
a[12] = x0r - x1i;
a[13] = x0i + x1r;
a[14] = x0r + x1i;
a[15] = x0i - x1r;
}
void cftf040(double *a)
{
double x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i;
x0r = a[0] + a[4];
x0i = a[1] + a[5];
x1r = a[0] - a[4];
x1i = a[1] - a[5];
x2r = a[2] + a[6];
x2i = a[3] + a[7];
x3r = a[2] - a[6];
x3i = a[3] - a[7];
a[0] = x0r + x2r;
a[1] = x0i + x2i;
a[2] = x1r - x3i;
a[3] = x1i + x3r;
a[4] = x0r - x2r;
a[5] = x0i - x2i;
a[6] = x1r + x3i;
a[7] = x1i - x3r;
}
void cftb040(double *a)
{
double x0r, x0i, x1r, x1i, x2r, x2i, x3r, x3i;
x0r = a[0] + a[4];
x0i = a[1] + a[5];
x1r = a[0] - a[4];
x1i = a[1] - a[5];
x2r = a[2] + a[6];
x2i = a[3] + a[7];
x3r = a[2] - a[6];
x3i = a[3] - a[7];
a[0] = x0r + x2r;
a[1] = x0i + x2i;
a[2] = x1r + x3i;
a[3] = x1i - x3r;
a[4] = x0r - x2r;
a[5] = x0i - x2i;
a[6] = x1r - x3i;
a[7] = x1i + x3r;
}
void cftx020(double *a)
{
double x0r, x0i;
x0r = a[0] - a[2];
x0i = a[1] - a[3];
a[0] += a[2];
a[1] += a[3];
a[2] = x0r;
a[3] = x0i;
}
void rftfsub(int n, double *a)
{
int i, i0, j, k;
double ec, w1r, w1i, wkr, wki, wdr, wdi, ss, xr, xi, yr, yi;
ec = 2 * M_PI_2 / n;
wkr = 0;
wki = 0;
wdi = cos(ec);
wdr = sin(ec);
wdi *= wdr;
wdr *= wdr;
w1r = 1 - 2 * wdr;
w1i = 2 * wdi;
ss = 2 * w1i;
i = n >> 1;
for (;;) {
i0 = i - 4 * RDFT_LOOP_DIV;
if (i0 < 4) {
i0 = 4;
}
for (j = i - 4; j >= i0; j -= 4) {
k = n - j;
xr = a[j + 2] - a[k - 2];
xi = a[j + 3] + a[k - 1];
yr = wdr * xr - wdi * xi;
yi = wdr * xi + wdi * xr;
a[j + 2] -= yr;
a[j + 3] -= yi;
a[k - 2] += yr;
a[k - 1] -= yi;
wkr += ss * wdi;
wki += ss * (0.5 - wdr);
xr = a[j] - a[k];
xi = a[j + 1] + a[k + 1];
yr = wkr * xr - wki * xi;
yi = wkr * xi + wki * xr;
a[j] -= yr;
a[j + 1] -= yi;
a[k] += yr;
a[k + 1] -= yi;
wdr += ss * wki;
wdi += ss * (0.5 - wkr);
}
if (i0 == 4) {
break;
}
wkr = 0.5 * sin(ec * i0);
wki = 0.5 * cos(ec * i0);
wdr = 0.5 - (wkr * w1r - wki * w1i);
wdi = wkr * w1i + wki * w1r;
wkr = 0.5 - wkr;
i = i0;
}
xr = a[2] - a[n - 2];
xi = a[3] + a[n - 1];
yr = wdr * xr - wdi * xi;
yi = wdr * xi + wdi * xr;
a[2] -= yr;
a[3] -= yi;
a[n - 2] += yr;
a[n - 1] -= yi;
}
void rftbsub(int n, double *a)
{
int i, i0, j, k;
double ec, w1r, w1i, wkr, wki, wdr, wdi, ss, xr, xi, yr, yi;
ec = 2 * M_PI_2 / n;
wkr = 0;
wki = 0;
wdi = cos(ec);
wdr = sin(ec);
wdi *= wdr;
wdr *= wdr;
w1r = 1 - 2 * wdr;
w1i = 2 * wdi;
ss = 2 * w1i;
i = n >> 1;
for (;;) {
i0 = i - 4 * RDFT_LOOP_DIV;
if (i0 < 4) {
i0 = 4;
}
for (j = i - 4; j >= i0; j -= 4) {
k = n - j;
xr = a[j + 2] - a[k - 2];
xi = a[j + 3] + a[k - 1];
yr = wdr * xr + wdi * xi;
yi = wdr * xi - wdi * xr;
a[j + 2] -= yr;
a[j + 3] -= yi;
a[k - 2] += yr;
a[k - 1] -= yi;
wkr += ss * wdi;
wki += ss * (0.5 - wdr);
xr = a[j] - a[k];
xi = a[j + 1] + a[k + 1];
yr = wkr * xr + wki * xi;
yi = wkr * xi - wki * xr;
a[j] -= yr;
a[j + 1] -= yi;
a[k] += yr;
a[k + 1] -= yi;
wdr += ss * wki;
wdi += ss * (0.5 - wkr);
}
if (i0 == 4) {
break;
}
wkr = 0.5 * sin(ec * i0);
wki = 0.5 * cos(ec * i0);
wdr = 0.5 - (wkr * w1r - wki * w1i);
wdi = wkr * w1i + wki * w1r;
wkr = 0.5 - wkr;
i = i0;
}
xr = a[2] - a[n - 2];
xi = a[3] + a[n - 1];
yr = wdr * xr + wdi * xi;
yi = wdr * xi - wdi * xr;
a[2] -= yr;
a[3] -= yi;
a[n - 2] += yr;
a[n - 1] -= yi;
}
void dctsub(int n, double *a)
{
int i, i0, j, k, m;
double ec, w1r, w1i, wkr, wki, wdr, wdi, ss, xr, xi, yr, yi;
ec = M_PI_2 / n;
wkr = 0.5;
wki = 0.5;
w1r = cos(ec);
w1i = sin(ec);
wdr = 0.5 * (w1r - w1i);
wdi = 0.5 * (w1r + w1i);
ss = 2 * w1i;
m = n >> 1;
i = 0;
for (;;) {
i0 = i + 2 * DCST_LOOP_DIV;
if (i0 > m - 2) {
i0 = m - 2;
}
for (j = i + 2; j <= i0; j += 2) {
k = n - j;
xr = wdi * a[j - 1] - wdr * a[k + 1];
xi = wdr * a[j - 1] + wdi * a[k + 1];
wkr -= ss * wdi;
wki += ss * wdr;
yr = wki * a[j] - wkr * a[k];
yi = wkr * a[j] + wki * a[k];
wdr -= ss * wki;
wdi += ss * wkr;
a[k + 1] = xr;
a[k] = yr;
a[j - 1] = xi;
a[j] = yi;
}
if (i0 == m - 2) {
break;
}
wdr = cos(ec * i0);
wdi = sin(ec * i0);
wkr = 0.5 * (wdr - wdi);
wki = 0.5 * (wdr + wdi);
wdr = wkr * w1r - wki * w1i;
wdi = wkr * w1i + wki * w1r;
i = i0;
}
xr = wdi * a[m - 1] - wdr * a[m + 1];
a[m - 1] = wdr * a[m - 1] + wdi * a[m + 1];
a[m + 1] = xr;
a[m] *= WR5000;
}
void dstsub(int n, double *a)
{
int i, i0, j, k, m;
double ec, w1r, w1i, wkr, wki, wdr, wdi, ss, xr, xi, yr, yi;
ec = M_PI_2 / n;
wkr = 0.5;
wki = 0.5;
w1r = cos(ec);
w1i = sin(ec);
wdr = 0.5 * (w1r - w1i);
wdi = 0.5 * (w1r + w1i);
ss = 2 * w1i;
m = n >> 1;
i = 0;
for (;;) {
i0 = i + 2 * DCST_LOOP_DIV;
if (i0 > m - 2) {
i0 = m - 2;
}
for (j = i + 2; j <= i0; j += 2) {
k = n - j;
xr = wdi * a[k + 1] - wdr * a[j - 1];
xi = wdr * a[k + 1] + wdi * a[j - 1];
wkr -= ss * wdi;
wki += ss * wdr;
yr = wki * a[k] - wkr * a[j];
yi = wkr * a[k] + wki * a[j];
wdr -= ss * wki;
wdi += ss * wkr;
a[j - 1] = xr;
a[j] = yr;
a[k + 1] = xi;
a[k] = yi;
}
if (i0 == m - 2) {
break;
}
wdr = cos(ec * i0);
wdi = sin(ec * i0);
wkr = 0.5 * (wdr - wdi);
wki = 0.5 * (wdr + wdi);
wdr = wkr * w1r - wki * w1i;
wdi = wkr * w1i + wki * w1r;
i = i0;
}
xr = wdi * a[m + 1] - wdr * a[m - 1];
a[m + 1] = wdr * a[m + 1] + wdi * a[m - 1];
a[m - 1] = xr;
a[m] *= WR5000;
}
void dctsub4(int n, double *a)
{
int m;
double wki, wdr, wdi, xr;
wki = WR5000;
m = n >> 1;
if (m == 2) {
wdr = wki * WI2500;
wdi = wki * WR2500;
xr = wdi * a[1] - wdr * a[3];
a[1] = wdr * a[1] + wdi * a[3];
a[3] = xr;
}
a[m] *= wki;
}
void dstsub4(int n, double *a)
{
int m;
double wki, wdr, wdi, xr;
wki = WR5000;
m = n >> 1;
if (m == 2) {
wdr = wki * WI2500;
wdi = wki * WR2500;
xr = wdi * a[3] - wdr * a[1];
a[3] = wdr * a[3] + wdi * a[1];
a[1] = xr;
}
a[m] *= wki;
}