RasterProcessTool/Toolbox/SimulationSARTool/SARImage/GPUBPImageNet.cu

205 lines
5.9 KiB
Plaintext
Raw Permalink Blame History

This file contains ambiguous Unicode characters!

This file contains ambiguous Unicode characters that may be confused with others in your current locale. If your use case is intentional and legitimate, you can safely ignore this warning. Use the Escape button to highlight these characters.

#include "GPUBaseTool.h"
#include "GPUBPTool.cuh"
#include <iostream>
#include <memory>
#include <cmath>
#include <complex>
#include <device_launch_parameters.h>
#include <cuda_runtime.h>
#include <cublas_v2.h>
#include <cuComplex.h>
#include "BaseConstVariable.h"
#include "GPUBPImageNet.cuh"
#ifndef MAX_ITER
#define EPSILON 1e-12
#define MAX_ITER 50
#endif
#ifndef M_PI
#define M_PI 3.14159265358979323846
#endif
__global__ void kernel_TimeBPImageGridNet(
double* antPx, double* antPy, double* antPz,
double* antDirx, double* antDiry, double* antDirz,
double* imgx, double* imgy, double* imgz,
long prfcount, long freqpoints, double meanH,
double Rnear, double dx) {
long idx = blockIdx.x * blockDim.x + threadIdx.x;
long pixelcount = prfcount * freqpoints;
long prfid = idx / freqpoints;
long Rid = idx % freqpoints;
if (idx < pixelcount) {
// 计算坐标
Vector3 S = { antPx[prfid], antPy[prfid], antPz[prfid] }; // 卫星位置 (m)
Vector3 ray = { antDirx[prfid], antDiry[prfid], antDirz[prfid] }; // 视线方向
double H = meanH; // 平均高程
double R = Rnear + dx * Rid; // 目标距离
// 参数校验
if (R <= 0 || H < -WGS84_A * 0.1 || H > WGS84_A * 0.1) {
//printf("参数错误:\n H范围±%.1f km\n R必须>0\n", WGS84_A * 0.1 / 1000);
imgx[idx] = 0;
imgy[idx] = 0;
imgz[idx] = 0;
return;
//printf("idx=%d;prfid=%d;Rid=%d;S=[%f , %f ,%f ];ray=[%f ,%f ,%f ];H=%f;R=%f,imgP=[%f ,%f , %f ];Rextend\n",
// idx, prfid, Rid, S.x, S.y, S.z, ray.x, ray.y, ray.z, H, R,imgx[idx],imgy[idx],imgz[idx]);
// 参数校验
//return;
}
// Step 1: 计算交点T
Vector3 T = compute_T(S, ray, H);
if (isnan(T.x)) {
imgx[idx] = 0;
imgy[idx] = 0;
imgz[idx] = 0;
//printf("idx=%d;prfid=%d;Rid=%d;Tnan\n",
// idx, prfid, Rid, S.x, S.y, S.z, ray.x, ray.y, ray.z, H, R,T.x,T.y,T.z, imgx[idx], imgy[idx], imgz[idx]);
return;
}
// Step 2: 计算目标点P
Vector3 P;// = compute_P(S, T, R, H);
{ // 计算P
Vector3 ex, ey, ez; // 平面基函数
Vector3 ST = vec_normalize(vec_sub(T, S));// S->T
Vector3 SO = vec_normalize(vec_sub(Vector3{ 0, 0, 0 }, S)); // S->O
Vector3 st1 = vec_sub(T, S);
double R0 = sqrt(st1.x * st1.x + st1.y * st1.y + st1.z * st1.z);
ez = vec_normalize(vec_cross(SO, ST)); // Z 轴
ey = vec_normalize(vec_cross(ez, SO)); // Y 轴 与 ST 同向 --这个结论在星地几何约束,便是显然的;
ex = vec_normalize(SO); //X轴
double h2 = (WGS84_A + H) * (WGS84_A + H);
double b2 = WGS84_B * WGS84_B;
double R2 = R * R;
double A = R2 * ((ex.x * ex.x + ex.y * ex.y) / h2 + (ex.z * ex.z) / b2);
double B = R2 * ((ex.x * ey.x + ex.y * ey.y) / h2 + (ex.z * ey.z) / b2) * 2;
double C = R2 * ((ey.x * ey.x + ey.y * ey.y) / h2 + (ey.z * ey.z) / b2);
double D = 1 - ((S.x * S.x + S.y * S.y) / h2 + (S.z * S.z) / b2);
double E = 2 * R * ((S.x * ex.x + S.y * ex.y) / h2 + (S.z * ex.z) / b2);
double F = 2 * R * ((S.x * ey.x + S.y * ey.y) / h2 + (S.z * ey.z) / b2);
double Q0 = angleBetweenVectors(SO, ST, false);
double dQ = 0;
double fQ = 0;
double dfQ = 0;
double Q = R < R0 ? Q0 - 1e-3 : Q0 + 1e-3;
//printf("A=%f;B=%f;C=%f;D=%f;E=%f;F=%f;Q=%f;\
// S=[%f , %f ,%f ];\
// T=[%f , %f ,%f ];\
// ex=[%f , %f ,%f ];\
// ey=[%f , %f ,%f ];\
// ez=[%f , %f ,%f ];\
//ray=[%f ,%f ,%f ];\
//H=%f;R=%f;;\n",A,B,C,D,E,F,Q,
// S.x,S.y,S.z,
// T.x,T.y,T.z ,
// ex.x,ex.y,ex.z,
// ey.x,ey.y,ey.z,
// ez.x,ez.y,ez.z,
// ray.x, ray.y, ray.z,
// H, R);
// return;
// 牛顿迭代法
for (int iter = 0; iter < MAX_ITER * 10; ++iter) {
fQ = A * cos(Q) * cos(Q) + B * sin(Q) * cos(Q) + C * sin(Q) * sin(Q) + E * cos(Q) + F * sin(Q) - D;
dfQ = (C - A) * sin(2 * Q) + B * cos(2 * Q) - E * sin(Q) + F * cos(Q);
dQ = fQ / dfQ;
if (abs(dQ) < 1e-8) {
//printf("iter=%d;check Q0=%f;Q=%f;dQ=%f;fQ=%f;dfQ=%f;break\n", iter, Q0, Q, dQ, fQ, dfQ);
break;
}
else {
dQ = (abs(dQ) < d2r * 3) ? dQ : (abs(dQ) / dQ * d2r * 3);
Q = Q - dQ;
//printf("iter=%d;check Q0=%f;Q=%f;dQ=%f;fQ=%f;dfQ=%f;\n", iter, Q0, Q, dQ, fQ, dfQ);
}
}
//printf("check Q0=%f;Q=%f;\n", Q0, Q);
double t1 = R * cos(Q);
double t2 = R * sin(Q);
P = Vector3{
S.x + t1 * ex.x + t2 * ey.x, //因为 t3=0
S.y + t1 * ex.y + t2 * ey.y,
S.z + t1 * ex.z + t2 * ey.z,
};
double check = (P.x * P.x + P.y * P.y) / ((WGS84_A + H) * (WGS84_A + H))
+ P.z * P.z / (WGS84_B * WGS84_B);
if (isnan(Q) || isinf(Q) || fabs(check - 1.0) > 1e-6) {
P = Vector3{ 0,0,0 };
imgx[idx] = 0;
imgy[idx] = 0;
imgz[idx] = 0;
return;
}
}
double Rt = sqrt(pow(S.x - T.x, 2) + pow(S.y - T.y, 2) + pow(S.z - T.z, 2));
double Rp = sqrt(pow(S.x - P.x, 2) + pow(S.y - P.y, 2) + pow(S.z - P.z, 2));
double Rop = sqrt(pow(P.x, 2) + pow(P.y, 2) + pow(P.z, 2));
if (!isnan(P.x) && (Rop > WGS84_A * 0.3) && (Rop < WGS84_A * 3)) {
imgx[idx] = P.x;
imgy[idx] = P.y;
imgz[idx] = P.z;
return;
//printf("idx=%d; S=[%f , %f ,%f ]; H=%f;R=%f;RP=%f;Rr=%f;imgT=[%f ,%f ,%f ];imgP=[%f ,%f , %f ]; \n",
// idx, S.x, S.y, S.z, H, R, Rp, Rt,T.x, T.y, T.z, P.x, P.y, P.z);
}
else {
imgx[idx] = 0;
imgy[idx] = 0;
imgz[idx] = 0;
printf("idx=%d; S=[%f , %f ,%f ]; H=%f;R=%f;RP=%f;Rr=%f;imgT=[%f ,%f ,%f ];imgP=[%f ,%f , %f ]; ERROR\n",
idx, S.x, S.y, S.z, H, R, Rp, Rt, T.x, T.y, T.z, P.x, P.y, P.z);
return;
}
}
}
void TIMEBPCreateImageGrid(double* antPx, double* antPy, double* antPz,
double* antDirx, double* antDiry, double* antDirz,
double* imgx, double* imgy, double* imgz,
long prfcount, long freqpoints, double meanH,
double Rnear, double dx
)
{
long pixelcount = prfcount * freqpoints;
int grid_size = (pixelcount + BLOCK_SIZE - 1) / BLOCK_SIZE;
kernel_TimeBPImageGridNet << <grid_size, BLOCK_SIZE >> > (
antPx, antPy, antPz,
antDirx, antDiry, antDirz,
imgx, imgy, imgz,
prfcount, freqpoints, meanH,
Rnear, dx);
PrintLasterError("TIMEBPCreateImageGrid");
cudaDeviceSynchronize();
}