static inline void distort_vertex(union vec3 *v, float d, struct bump *b)
{
union vec3 distortion;
union vec3 texelv;
const float r = b->r;
const float h = b->h;
float m;
int x, y, p;
unsigned char *c;
float nr = 0.5 * (cos(M_PI * d / r) + 1.0f) * h;
nr = nr * (!b->is_crater) + (1.0 * b->is_crater);
vec3_normalize(&distortion, v);
quat_rot_vec(&texelv, &distortion, &b->texelq);
vec3_mul_self(&texelv, b->ts);
x = (int) texelv.v.x + b->tx;
y = (int) texelv.v.y + b->ty;
if (x < 0 || x > b->samplew || y < 0 || y > b->sampleh) {
printf("out of range (%d, %d)\n", x, y);
return;
}
p = y * b->sample_bytes_per_row + x * 3;
c = (unsigned char *) &b->sampledata[p];
m = ((float) *c - (float) crater_base_level * (float) b->is_crater) / 255.0f;
vec3_mul_self(&distortion, nr * m);
vec3_add_self(v, &distortion);
}
static void vertex_rotate(struct vertex *v, union quat *q)
{
union vec3 vo, vi = { { v->x, v->y, v->z } };
quat_rot_vec(&vo, &vi, q);
v->x = vo.v.x;
v->y = vo.v.y;
v->z = vo.v.z;
}
static void triangle_rotate_normals(struct triangle *t, union quat *q)
{
union vec3 vo;
int i;
union vec3 vi = { { t->n.x, t->n.y, t->n.z } };
quat_rot_vec(&vo, &vi, q);
t->n.x = vo.v.x;
t->n.y = vo.v.y;
t->n.z = vo.v.z;
for (i = 0; i < 3; i++) {
union vec3 vi = { { t->vnormal[i].x, t->vnormal[i].y, t->vnormal[i].z } };
quat_rot_vec(&vo, &vi, q);
t->vnormal[i].x = vo.v.x;
t->vnormal[i].y = vo.v.y;
t->vnormal[i].z = vo.v.z;
}
}
void quat_decompose_swing_twist(const union quat *q, const union vec3 *v1, union quat *swing, union quat *twist)
{
union vec3 v2;
quat_rot_vec(&v2, v1, q);
quat_from_u2v(swing, v1, &v2, 0);
union quat swing_inverse;
quat_inverse(&swing_inverse, swing);
quat_mul(twist, &swing_inverse, q);
}
int main(void)
{
i2c_bus_t bus;
int ret = i2c_bus_open(&bus, "/dev/i2c-3");
if (ret < 0)
{
fatal("could not open i2c bus", ret);
return EXIT_FAILURE;
}
/* ITG: */
itg3200_dev_t itg;
itg_again:
ret = itg3200_init(&itg, &bus, ITG3200_DLPF_42HZ);
if (ret < 0)
{
fatal("could not inizialize ITG3200", ret);
if (ret == -EAGAIN)
{
goto itg_again;
}
return EXIT_FAILURE;
}
/* BMA: */
bma180_dev_t bma;
bma180_init(&bma, &bus, BMA180_RANGE_4G, BMA180_BW_10HZ);
/* HMC: */
hmc5883_dev_t hmc;
hmc5883_init(&hmc, &bus);
/* MS: */
ms5611_dev_t ms;
ret = ms5611_init(&ms, &bus, MS5611_OSR4096, MS5611_OSR4096);
if (ret < 0)
{
fatal("could not inizialize MS5611", ret);
return EXIT_FAILURE;
}
pthread_t thread;
pthread_create(&thread, NULL, ms5611_reader, &ms);
/* initialize AHRS filter: */
madgwick_ahrs_t madgwick_ahrs;
madgwick_ahrs_init(&madgwick_ahrs, STANDARD_BETA);
interval_t interval;
interval_init(&interval);
float init = START_BETA;
udp_socket_t *socket = udp_socket_create("10.0.0.100", 5005, 0, 0);
/* kalman filter: */
kalman_t kalman1, kalman2, kalman3;
kalman_init(&kalman1, 1.0e-6, 1.0e-2, 0, 0);
kalman_init(&kalman2, 1.0e-6, 1.0e-2, 0, 0);
kalman_init(&kalman3, 1.0e-6, 1.0e-2, 0, 0);
vec3_t global_acc; /* x = N, y = E, z = D */
int init_done = 0;
int converged = 0;
sliding_avg_t *avg[3];
avg[0] = sliding_avg_create(1000, 0.0);
avg[1] = sliding_avg_create(1000, 0.0);
avg[2] = sliding_avg_create(1000, -9.81);
float alt_rel_last = 0.0;
int udp_cnt = 0;
while (1)
{
int i;
float dt = interval_measure(&interval);
init -= BETA_STEP;
if (init < FINAL_BETA)
{
init = FINAL_BETA;
init_done = 1;
}
madgwick_ahrs.beta = init;
/* sensor data acquisition: */
itg3200_read_gyro(&itg);
bma180_read_acc(&bma);
hmc5883_read(&hmc);
/* state estimates and output: */
euler_t euler;
madgwick_ahrs_update(&madgwick_ahrs, itg.gyro.x, itg.gyro.y, itg.gyro.z, bma.raw.x, bma.raw.y, bma.raw.z, hmc.raw.x, hmc.raw.y, hmc.raw.z, 11.0, dt);
quat_t q_body_to_world;
quat_copy(&q_body_to_world, &madgwick_ahrs.quat);
quat_rot_vec(&global_acc, &bma.raw, &q_body_to_world);
for (i = 0; i < 3; i++)
{
global_acc.vec[i] -= sliding_avg_calc(avg[i], global_acc.vec[i]);
}
if (init_done)
{
kalman_in_t kalman_in;
kalman_in.dt = dt;
kalman_in.pos = 0;
kalman_out_t kalman_out;
kalman_in.acc = global_acc.x;
kalman_run(&kalman_out, &kalman1, &kalman_in);
kalman_in.acc = global_acc.y;
kalman_run(&kalman_out, &kalman2, &kalman_in);
kalman_in.acc = -global_acc.z;
pthread_mutex_lock(&mutex);
kalman_in.pos = alt_rel;
pthread_mutex_unlock(&mutex);
kalman_run(&kalman_out, &kalman3, &kalman_in);
if (!converged)
{
if (fabs(kalman_out.pos - alt_rel) < 0.1)
{
converged = 1;
fprintf(stderr, "init done\n");
}
}
if (converged) // && udp_cnt++ > 10)
{
if (udp_cnt++ == 10)
{
char buffer[1024];
udp_cnt = 0;
int len = sprintf(buffer, "%f %f %f %f %f %f %f", madgwick_ahrs.quat.q0, madgwick_ahrs.quat.q1, madgwick_ahrs.quat.q2, madgwick_ahrs.quat.q3,
global_acc.x, global_acc.y, global_acc.z);
udp_socket_send(socket, buffer, len);
}
printf("%f %f %f\n", -global_acc.z, alt_rel, kalman_out.pos);
fflush(stdout);
}
}
}
return 0;
}
void Ukf(VEC *omega, VEC *mag_vec, VEC *mag_vec_I, VEC *sun_vec, VEC *sun_vec_I, VEC *Torq_ext, double t, double h, int eclipse, VEC *state, VEC *st_error, VEC *residual, int *P_flag, double sim_time)
{
static VEC *omega_prev = VNULL, *mag_vec_prev = VNULL, *sun_vec_prev = VNULL, *q_s_c = VNULL, *x_prev = VNULL, *Torq_prev, *x_m_o;
static MAT *Q = {MNULL}, *R = {MNULL}, *Pprev = {MNULL};
static double alpha, kappa, lambda, sqrt_lambda, w_m_0, w_c_0, w_i, beta;
static int n_states, n_sig_pts, n_err_states, iter_num, initialize=0;
VEC *x = VNULL, *x_priori = VNULL, *x_err_priori = VNULL, *single_sig_pt = VNULL, *v_temp = VNULL, *q_err_quat = VNULL,
*err_vec = VNULL, *v_temp2 = VNULL, *x_ang_vel = VNULL, *meas = VNULL, *meas_priori = VNULL,
*v_temp3 = VNULL, *x_posteriori_err = VNULL, *x_b_m = VNULL, *x_b_g = VNULL;
MAT *sqrt_P = {MNULL}, *P = {MNULL}, *P_priori = {MNULL}, *sig_pt = {MNULL}, *sig_vec_mat = {MNULL},
*err_sig_pt_mat = {MNULL}, *result = {MNULL}, *result_larger = {MNULL}, *result1 = {MNULL}, *Meas_err_mat = {MNULL},
*P_zz = {MNULL}, *iP_vv = {MNULL}, *P_xz = {MNULL}, *K = {MNULL}, *result2 = {MNULL}, *result3 = {MNULL}, *C = {MNULL};
int update_mag_vec, update_sun_vec, update_omega, i, j;
double d_res;
if (inertia == MNULL)
{
inertia = m_get(3,3);
m_ident(inertia);
inertia->me[0][0] = 0.007;
inertia->me[1][1] = 0.014;
inertia->me[2][2] = 0.015;
}
if (initialize == 0){
iter_num = 1;
n_states = (7+6);
n_err_states = (6+6);
n_sig_pts = 2*n_err_states+1;
alpha = sqrt(3);
kappa = 3 - n_states;
lambda = alpha*alpha * (n_err_states+kappa) - n_err_states;
beta = -(1-(alpha*alpha));
w_m_0 = (lambda)/(n_err_states + lambda);
w_c_0 = (lambda/(n_err_states + lambda)) + (1 - (alpha*alpha) + beta);
w_i = 0.5/(n_err_states +lambda);
initialize = 1;
sqrt_lambda = (lambda+n_err_states);
if(q_s_c == VNULL)
{
q_s_c = v_get(4);
q_s_c->ve[0] = -0.020656;
q_s_c->ve[1] = 0.71468;
q_s_c->ve[2] = -0.007319;
q_s_c->ve[3] = 0.6991;
}
if(Torq_prev == VNULL)
{
Torq_prev = v_get(3);
v_zero(Torq_prev);
}
quat_normalize(q_s_c);
}
result = m_get(9,9);
m_zero(result);
result1 = m_get(n_err_states, n_err_states);
m_zero(result1);
if(x_m_o == VNULL)
{
x_m_o = v_get(n_states);
v_zero(x_m_o);
}
x = v_get(n_states);
v_zero(x);
x_err_priori = v_get(n_err_states);
v_zero(x_err_priori);
x_ang_vel = v_get(3);
v_zero(x_ang_vel);
sig_pt = m_get(n_states, n_err_states);
m_zero(sig_pt);
if (C == MNULL)
{
C = m_get(9, 12);
m_zero(C);
}
if (P_priori == MNULL)
{
P_priori = m_get(n_err_states, n_err_states);
m_zero(P_priori);
}
if (Q == MNULL)
{
Q = m_get(n_err_states, n_err_states);
m_ident(Q);
//
Q->me[0][0] = 0.0001;
Q->me[1][1] = 0.0001;
Q->me[2][2] = 0.0001;
Q->me[3][3] = 0.0001;
Q->me[4][4] = 0.0001;
Q->me[5][5] = 0.0001;
Q->me[6][6] = 0.000001;
Q->me[7][7] = 0.000001;
Q->me[8][8] = 0.000001;
Q->me[9][9] = 0.000001;
Q->me[10][10] = 0.000001;
Q->me[11][11] = 0.000001;
}
if( Pprev == MNULL)
{
Pprev = m_get(n_err_states, n_err_states);
m_ident(Pprev);
Pprev->me[0][0] = 1e-3;
Pprev->me[1][1] = 1e-3;
Pprev->me[2][2] = 1e-3;
Pprev->me[3][3] = 1e-3;
Pprev->me[4][4] = 1e-3;
Pprev->me[5][5] = 1e-3;
Pprev->me[6][6] = 1e-4;
Pprev->me[7][7] = 1e-4;
Pprev->me[8][8] = 1e-4;
Pprev->me[9][9] = 1e-3;
Pprev->me[10][10] = 1e-3;
Pprev->me[11][11] = 1e-3;
}
if (R == MNULL)
{
R = m_get(9,9);
m_ident(R);
R->me[0][0] = 0.034;
R->me[1][1] = 0.034;
R->me[2][2] = 0.034;
R->me[3][3] = 0.00027;
R->me[4][4] = 0.00027;
R->me[5][5] = 0.00027;
R->me[6][6] = 0.000012;
R->me[7][7] = 0.000012;
R->me[8][8] = 0.000012;
}
if(eclipse==0)
{
R->me[0][0] = 0.00034;
R->me[1][1] = 0.00034;
R->me[2][2] = 0.00034;
R->me[3][3] = 0.00027;
R->me[4][4] = 0.00027;
R->me[5][5] = 0.00027;
R->me[6][6] = 0.0000012;
R->me[7][7] = 0.0000012;
R->me[8][8] = 0.0000012;
Q->me[0][0] = 0.00001;
Q->me[1][1] = 0.00001;
Q->me[2][2] = 0.00001;
Q->me[3][3] = 0.0001;//0.000012;//0.0175;//1e-3;
Q->me[4][4] = 0.0001;//0.0175;//1e-3;
Q->me[5][5] = 0.0001;//0.0175;//1e-3;
Q->me[6][6] = 0.0000000001;//1e-6;
Q->me[7][7] = 0.0000000001;
Q->me[8][8] = 0.0000000001;
Q->me[9][9] = 0.0000000001;
Q->me[10][10] = 0.0000000001;
Q->me[11][11] = 0.0000000001;
}
else
{
R->me[0][0] = 0.34;
R->me[1][1] = 0.34;
R->me[2][2] = 0.34;
R->me[3][3] = 0.0027;
R->me[4][4] = 0.0027;
R->me[5][5] = 0.0027;
R->me[6][6] = 0.0000012;
R->me[7][7] = 0.0000012;
R->me[8][8] = 0.0000012;
Q->me[0][0] = 0.00001;
Q->me[1][1] = 0.00001;
Q->me[2][2] = 0.00001;
Q->me[3][3] = 0.0001;
Q->me[4][4] = 0.0001;
Q->me[5][5] = 0.0001;
Q->me[6][6] = 0.0000000001;
Q->me[7][7] = 0.0000000001;
Q->me[8][8] = 0.0000000001;
Q->me[9][9] = 0.0000000001;
Q->me[10][10] = 0.0000000001;
Q->me[11][11] = 0.0000000001;
}
if(omega_prev == VNULL)
{
omega_prev = v_get(3);
v_zero(omega_prev);
}
if(mag_vec_prev == VNULL)
{
mag_vec_prev = v_get(3);
v_zero(mag_vec_prev);
}
if(sun_vec_prev == VNULL)
{
sun_vec_prev = v_get(3);
v_zero(sun_vec_prev);
}
if (err_sig_pt_mat == MNULL)
{
err_sig_pt_mat = m_get(n_err_states, n_sig_pts);
m_zero(err_sig_pt_mat);
}
if(q_err_quat == VNULL)
{
q_err_quat = v_get(4);
// q_err_quat = v_resize(q_err_quat,4);
v_zero(q_err_quat);
}
if(err_vec == VNULL)
{
err_vec = v_get(3);
v_zero(err_vec);
}
v_temp = v_get(9);
v_resize(v_temp,3);
if(x_prev == VNULL)
{
x_prev = v_get(n_states);
v_zero(x_prev);
x_prev->ve[3] = 1;
quat_mul(x_prev,q_s_c,x_prev);
x_prev->ve[4] = 0.0;
x_prev->ve[5] = 0.0;
x_prev->ve[6] = 0.0;
x_prev->ve[7] = 0.0;
x_prev->ve[8] = 0.0;
x_prev->ve[9] = 0.0;
x_prev->ve[10] = 0.0;
x_prev->ve[11] = 0.0;
x_prev->ve[12] = 0.0;
}
sqrt_P = m_get(n_err_states, n_err_states);
m_zero(sqrt_P);
//result = m_resize(result, n_err_states, n_err_states);
result_larger = m_get(n_err_states, n_err_states);
int n, m;
for(n = 0; n < result->n; n++)
{
for(m = 0; m < result->m; m++)
{
result_larger->me[m][n] = result->me[m][n];
}
}
//v_resize(v_temp, n_err_states);
V_FREE(v_temp);
v_temp = v_get(n_err_states);
symmeig(Pprev, result_larger, v_temp);
i = 0;
for (j=0;j<n_err_states;j++){
if(v_temp->ve[j]>=0);
else{
i = 1;
}
}
m_copy(Pprev, result1);
sm_mlt(sqrt_lambda, result1, result_larger);
catchall(CHfactor(result_larger), printerr(sim_time));
for(i=0; i<n_err_states; i++){
for(j=i+1; j<n_err_states; j++){
result_larger->me[i][j] = 0;
}
}
expandstate(result_larger, x_prev, sig_pt);
sig_vec_mat = m_get(n_states, n_sig_pts);
m_zero(sig_vec_mat);
for(j = 0; j<(n_err_states+1); j++)
{
for(i = 0; i<n_states; i++)
{
if(j==0)
{
sig_vec_mat->me[i][j] = x_prev->ve[i];
}
else if(j>0)
{
sig_vec_mat->me[i][j] = sig_pt->me[i][j-1];
}
}
}
sm_mlt(-1,result_larger,result_larger);
expandstate(result_larger, x_prev, sig_pt);
for(j = (n_err_states+1); j<n_sig_pts; j++)
{
for(i = 0; i<n_states; i++)
{
sig_vec_mat->me[i][j] = sig_pt->me[i][j-(n_err_states+1)];
}
}
single_sig_pt = v_get(n_states);
quat_rot_vec(q_s_c, Torq_ext);
for(j=0; j<(n_sig_pts); j++)
{
//v_temp = v_resize(v_temp,n_states);
V_FREE(v_temp);
v_temp = v_get(n_states);
get_col(sig_vec_mat, j, single_sig_pt);
v_copy(single_sig_pt, v_temp);
rk4(t, v_temp, h, Torq_prev);
set_col(sig_vec_mat, j, v_temp);
}
v_copy(Torq_ext, Torq_prev);
x_priori = v_get(n_states);
v_zero(x_priori);
v_resize(v_temp,n_states);
v_zero(v_temp);
for(j=0; j<n_sig_pts; j++)
{
get_col( sig_vec_mat, j, v_temp);
if(j == 0)
{
v_mltadd(x_priori, v_temp, w_m_0, x_priori);
}
else
{
v_mltadd(x_priori, v_temp, w_i, x_priori);
}
}
v_copy(x_priori, v_temp);
v_resize(v_temp,4);
quat_normalize(v_temp);//zaroori hai ye
for(i=0; i<4; i++)
{
x_priori->ve[i] = v_temp->ve[i];
}
v_resize(v_temp, n_states);
v_copy(x_priori, v_temp);
v_resize(v_temp, 4);
quat_inv(v_temp, v_temp);
for(i=0; i<3; i++)
{
x_ang_vel->ve[i] = x_priori->ve[i+4];
}
x_b_m = v_get(3);
v_zero(x_b_m);
x_b_g = v_get(3);
v_zero(x_b_g);
/////////////////////////check it!!!!!!!! checked... doesnt change much the estimate
for(i=0; i<3; i++)
{
x_b_m->ve[i] = x_priori->ve[i+7];
x_b_g->ve[i] = x_priori->ve[i+10];
}
v_temp2 = v_get(n_states);
v_zero(v_temp2);
for(j=0; j<n_sig_pts; j++)
{
v_resize(v_temp2, n_states);
get_col( sig_vec_mat, j, v_temp2);
for(i=0; i<3; i++)
{
err_vec->ve[i] = v_temp2->ve[i+4];
}
v_resize(v_temp2, 4);
quat_mul(v_temp2, v_temp, q_err_quat);
v_resize(q_err_quat, n_err_states);
v_sub(err_vec, x_ang_vel, err_vec);
for(i=3; i<6; i++)
{
q_err_quat->ve[i] = err_vec->ve[i-3];
}
for(i=0; i<3; i++)
{
err_vec->ve[i] = v_temp2->ve[i+7];
}
v_sub(err_vec, x_b_m, err_vec);
for(i=6; i<9; i++)
{
q_err_quat->ve[i] = err_vec->ve[i-6];
}
for(i=0; i<3; i++)
{
err_vec->ve[i] = v_temp2->ve[i+10];
}
v_sub(err_vec, x_b_g, err_vec);
for(i=9; i<12; i++)
{
q_err_quat->ve[i] = err_vec->ve[i-9];
}
set_col(err_sig_pt_mat, j, q_err_quat);
if(j==0){
v_mltadd(x_err_priori, q_err_quat, w_m_0, x_err_priori);
}
else{
v_mltadd(x_err_priori, q_err_quat, w_i, x_err_priori);
}
}
v_resize(v_temp,n_err_states);
for (j=0;j<13;j++)
{
get_col(err_sig_pt_mat, j, v_temp);
v_sub(v_temp, x_err_priori, v_temp);
get_dyad(v_temp, v_temp, result_larger);
if(j==0){
sm_mlt(w_c_0, result_larger, result_larger);
}
else{
sm_mlt(w_i, result_larger, result_larger);
}
m_add(P_priori, result_larger, P_priori);
}
symmeig(P_priori, result_larger, v_temp);
i = 0;
for (j=0;j<n_err_states;j++){
if(v_temp->ve[j]>=0);
else{
i = 1;
}
}
m_add(P_priori, Q, P_priori);
v_resize(v_temp,3);
meas = v_get(9);
if (!(is_vec_equal(sun_vec, sun_vec_prev)) /*&& (eclipse==0)*/ ){
update_sun_vec =1;
v_copy(sun_vec, sun_vec_prev);
v_copy(sun_vec, v_temp);
normalize_vec(v_temp);
quat_rot_vec(q_s_c, v_temp);
normalize_vec(v_temp);
for(i = 0; i<3;i++){
meas->ve[i] = v_temp->ve[i];
}
}
else{
update_sun_vec =0;
for(i = 0; i<3;i++){
meas->ve[i] = 0;
}
}
if (!(is_vec_equal(mag_vec, mag_vec_prev)) ){
update_mag_vec =1;
v_copy(mag_vec, mag_vec_prev);
v_copy(mag_vec, v_temp);
normalize_vec(v_temp);
quat_rot_vec(q_s_c, v_temp);
normalize_vec(v_temp);
for(i=3; i<6; i++){
meas->ve[i] = v_temp->ve[i-3];
}
}
else{
update_mag_vec =0;
for(i=3; i<6; i++){
meas->ve[i] = 0;//mag_vec_prev->ve[i-3];
}
}
if (!(is_vec_equal(omega, omega_prev) ) ){
update_omega =1;
v_copy(omega, omega_prev);
v_copy(omega, v_temp);
quat_rot_vec(q_s_c, v_temp);
for(i=6; i<9; i++){
meas->ve[i] = v_temp->ve[i-6];
}
}
else{
update_omega =0;
for(i=6; i<9; i++){
meas->ve[i] = 0;
}
}
v_resize(v_temp, 9);
v_resize(v_temp2, n_states);
v_temp3 = v_get(3);
Meas_err_mat = m_get(9, n_sig_pts);
m_zero(Meas_err_mat);
meas_priori = v_get(9);
v_zero(meas_priori);
for(j=0; j<n_sig_pts; j++)
{
get_col( sig_vec_mat, j, v_temp2);
if(update_omega){
for(i=6;i<9;i++){
v_temp->ve[i] = v_temp2->ve[i-2] + x_b_g->ve[i-6];
}
}
else{
for(i=6;i<9;i++){
v_temp->ve[i] = 0;
}
}
v_resize(v_temp2, 4);
if(update_sun_vec){
for(i=0;i<3;i++){
v_temp3->ve[i] = sun_vec_I->ve[i];
}
quat_rot_vec(v_temp2, v_temp3);
normalize_vec(v_temp3);
for(i=0;i<3;i++){
v_temp->ve[i] = v_temp3->ve[i];
}
}
else{
for(i=0;i<3;i++){
v_temp->ve[i] = 0;
}
}
if(update_mag_vec){
for(i=0;i<3;i++){
v_temp3->ve[i] = mag_vec_I->ve[i];
}
normalize_vec(v_temp3);
for(i=0;i<3;i++){
v_temp3->ve[i] = v_temp3->ve[i] + x_b_m->ve[i];
}
quat_rot_vec(v_temp2, v_temp3);
normalize_vec(v_temp3);
for(i=3;i<6;i++){
v_temp->ve[i] = v_temp3->ve[i-3];
}
}
else{
for(i=3;i<6;i++){
v_temp->ve[i] = 0;
}
}
set_col(Meas_err_mat, j, v_temp);
if(j==0){
v_mltadd(meas_priori, v_temp, w_m_0, meas_priori);
}
else{
v_mltadd(meas_priori, v_temp, w_i, meas_priori);
}
}
v_resize(v_temp, 9);
m_resize(result_larger, 9, 9);
m_zero(result_larger);
P_zz = m_get(9, 9);
m_zero(P_zz);
iP_vv = m_get(9, 9);
m_zero(iP_vv);
P_xz = m_get(n_err_states, 9);
m_zero(P_xz);
v_resize(v_temp2, n_err_states);
result1 = m_resize(result1,n_err_states,9);
for (j=0; j<n_sig_pts; j++)
{
get_col( Meas_err_mat, j, v_temp);
get_col( err_sig_pt_mat, j, v_temp2);
v_sub(v_temp, meas_priori, v_temp);
get_dyad(v_temp, v_temp, result_larger);
get_dyad(v_temp2, v_temp, result1);
if(j==0){
sm_mlt(w_c_0, result_larger, result_larger);
sm_mlt(w_c_0, result1, result1);
}
else{
sm_mlt(w_i, result_larger, result_larger);
sm_mlt(w_i, result1, result1);
}
m_add(P_zz, result_larger, P_zz);
m_add(P_xz, result1, P_xz);
}
symmeig(P_zz, result_larger, v_temp);
i = 0;
for (j=0; j<9; j++){
if(v_temp->ve[j]>=0);
else{
i = 1;
}
}
m_add(P_zz, R, P_zz);
m_inverse(P_zz, iP_vv);
K = m_get(n_err_states, 9);
m_zero(K);
m_mlt(P_xz, iP_vv, K);
if(x_posteriori_err == VNULL)
{
x_posteriori_err = v_get(n_err_states);
v_zero(x_posteriori_err);
}
v_resize(v_temp,9);
v_sub(meas, meas_priori, v_temp);
v_copy(v_temp, residual);
mv_mlt(K, v_temp, x_posteriori_err);
v_resize(v_temp2,3);
for(i=0;i<3;i++){
v_temp2->ve[i] = x_posteriori_err->ve[i];
}
for(i=4; i<n_states; i++){
x_prev->ve[i] = (x_posteriori_err->ve[i-1] + x_priori->ve[i]);
}
d_res = v_norm2(v_temp2);
v_resize(v_temp2,4);
if(d_res<=1 /*&& d_res!=0*/){
v_temp2->ve[0] = v_temp2->ve[0];
v_temp2->ve[1] = v_temp2->ve[1];
v_temp2->ve[2] = v_temp2->ve[2];
v_temp2->ve[3] = sqrt(1-d_res);
}
else//baad main daala hai
{
v_temp2->ve[0] = (v_temp2->ve[0])/(sqrt(1+d_res));
v_temp2->ve[1] = (v_temp2->ve[1])/(sqrt(1+d_res));
v_temp2->ve[2] = (v_temp2->ve[2])/(sqrt(1+d_res));
v_temp2->ve[3] = 1/sqrt(1 + d_res);
}
v_resize(x_posteriori_err, n_states);
for(i=(n_states-1); i>3; i--){
x_posteriori_err->ve[i] = x_posteriori_err->ve[i-1];
}
for(i=0; i<4; i++){
x_posteriori_err->ve[i] = v_temp2->ve[i];
}
quat_mul(v_temp2, x_priori, v_temp2);
for(i=0;i<4;i++){
x_prev->ve[i] = v_temp2->ve[i];
}
m_resize(result_larger, n_err_states, 9);
m_mlt(K, P_zz, result_larger);
result2 = m_get(9, n_err_states);
m_transp(K,result2);
m_resize(result1, n_err_states, n_err_states);
m_mlt(result_larger, result2, result1);
v_resize(v_temp, n_err_states);
m_sub(P_priori, result1, Pprev);
symmeig(Pprev, result1 , v_temp);
i = 0;
for (j=0;j<n_err_states;j++){
if(v_temp->ve[j]>=0);
else{
i = 1;
}
}
v_copy(x_prev, v_temp);
v_resize(v_temp,4);
v_copy(x_prev, v_temp2);
v_resize(v_temp2,4);
v_copy(x_prev, x_m_o);
//v_resize(x_m_o, 4);
v_resize(v_temp,3);
quat_inv(q_s_c, v_temp2);
v_copy( x_prev, state);
quat_mul(state, v_temp2, state);
for(i=0; i<3; i++){
v_temp->ve[i] = state->ve[i+4];
}
quat_rot_vec(v_temp2, v_temp);
for(i=0; i<3; i++){
state->ve[i+4] = v_temp->ve[i];
}
v_copy( x_posteriori_err, st_error);
iter_num++;
V_FREE(x);
V_FREE(x_priori);
V_FREE(x_err_priori);
V_FREE(single_sig_pt);
V_FREE(v_temp);
V_FREE(q_err_quat);
V_FREE(err_vec);
V_FREE(v_temp2);
V_FREE(x_ang_vel);
V_FREE(meas);
V_FREE(meas_priori);
V_FREE(v_temp3);
V_FREE(x_posteriori_err);
V_FREE(x_b_m);
V_FREE(x_b_g);
M_FREE(sqrt_P);
M_FREE(P);
M_FREE(P_priori);
M_FREE(sig_pt);
M_FREE(sig_vec_mat);
M_FREE(err_sig_pt_mat);
M_FREE(result);
M_FREE(result_larger);
M_FREE(result1);
M_FREE(Meas_err_mat);
M_FREE(P_zz);
M_FREE(iP_vv);
M_FREE(P_xz);
M_FREE(K);
M_FREE(result2);
M_FREE(result3);
}
void quat_rot_vec_self(union vec3 *v, const union quat *q)
{
union vec3 vo;
quat_rot_vec(&vo, v, q);
vec3_copy(v, &vo);
}