ardupilot/libraries/AP_Math/examples/matrix_alg/matrix_alg.cpp

158 lines
3.7 KiB
C++

//
// Unit tests for the AP_Math rotations code
//
#include <AP_HAL/AP_HAL.h>
#include <AP_Math/AP_Math.h>
#include <stdio.h>
const AP_HAL::HAL& hal = AP_HAL::get_HAL();
#define MAT_ALG_ACCURACY 1e-4f
static uint16_t get_random(void)
{
static uint32_t m_z = 1234;
static uint32_t m_w = 76542;
m_z = 36969 * (m_z & 65535) + (m_z >> 16);
m_w = 18000 * (m_w & 65535) + (m_w >> 16);
return ((m_z << 16) + m_w) & 0xF;
}
static void show_matrix(float *A, int n) {
for (int i = 0; i < n; i++) {
for (int j = 0; j < n; j++)
printf("%.10f ", A[i * n + j]);
printf("\n");
}
}
static bool compare_mat(const float *A, const float *B, const uint8_t n)
{
for(uint8_t i = 0; i < n; i++) {
for(uint8_t j = 0; j < n; j++) {
if(fabsf(A[i*n + j] - B[i*n + j]) > MAT_ALG_ACCURACY) {
return false;
}
}
}
return true;
}
static void test_matrix_inverse(void)
{
//fast inverses
float test_mat[25],ident_mat[25];
float *out_mat;
for(uint8_t i = 0;i<25;i++) {
test_mat[i] = pow(-1,i)*get_random()/0.7f;
}
float mat[25];
//Test for 3x3 matrix
memset(ident_mat,0,sizeof(ident_mat));
for(uint8_t i=0; i<3; i++) {
ident_mat[i*3+i] = 1.0f;
}
if(inverse(test_mat,mat,3)){
out_mat = mat_mul(test_mat,mat,3);
inverse(mat,mat,3);
} else {
hal.console->printf("3x3 Matrix is Singular!\n");
return;
}
printf("\n\n3x3 Test Matrix:\n");
show_matrix(test_mat,3);
printf("\nInverse of Inverse of matrix\n");
show_matrix(mat,3);
printf("\nInv(A) * A\n");
show_matrix(out_mat,3);
printf("\n");
//compare matrix
if(!compare_mat(test_mat,mat,3)) {
printf("Test Failed!!\n");
return;
}
if(!compare_mat(ident_mat,out_mat,3)) {
printf("Identity output Test Failed!!\n");
return;
}
//Test for 4x4 matrix
memset(ident_mat,0,sizeof(ident_mat));
for(uint8_t i=0; i<4; i++) {
ident_mat[i*4+i] = 1.0f;
}
if(inverse(test_mat,mat,4)){
out_mat = mat_mul(test_mat,mat,4);
inverse(mat,mat,4);
} else {
hal.console->printf("4x4 Matrix is Singular!\n");
return;
}
printf("\n\n4x4 Test Matrix:\n");
show_matrix(test_mat,4);
printf("\nInverse of Inverse of matrix\n");
show_matrix(mat,4);
printf("\nInv(A) * A\n");
show_matrix(out_mat,4);
printf("\n");
if(!compare_mat(test_mat,mat,4)) {
printf("Test Failed!!\n");
return;
}
if(!compare_mat(ident_mat,out_mat,4)) {
printf("Identity output Test Failed!!\n");
return;
}
//Test for 5x5 matrix
memset(ident_mat,0,sizeof(ident_mat));
for(uint8_t i=0; i<5; i++) {
ident_mat[i*5+i] = 1.0f;
}
if(inverse(test_mat,mat,5)) {
out_mat = mat_mul(test_mat,mat,5);
inverse(mat,mat,5);
} else {
hal.console->printf("5x5 Matrix is Singular!\n");
return;
}
printf("\n\n5x5 Test Matrix:\n");
show_matrix(test_mat,5);
printf("\nInverse of Inverse of matrix\n");
show_matrix(mat,5);
printf("\nInv(A) * A\n");
show_matrix(out_mat,5);
printf("\n");
if(!compare_mat(test_mat,mat,5)) {
printf("Test Failed!!\n");
return;
}
if(!compare_mat(ident_mat,out_mat,5)) {
printf("Identity output Test Failed!!\n");
return;
}
hal.console->printf("All tests succeeded!!\n");
}
void setup(void)
{
hal.console->printf("Matrix Algebra test\n\n");
test_matrix_inverse();
hal.console->printf("Matrix Algebra tests done\n\n");
}
void loop(void) {}
AP_HAL_MAIN();