openpilot/selfdrive/locationd/kalman/templates/feature_handler.c

59 lines
1.9 KiB
C

extern "C"{
bool sane(double track [K + 1][5]) {
double diffs_x [K-1];
double diffs_y [K-1];
int i;
for (i = 0; i < K-1; i++) {
diffs_x[i] = fabs(track[i+2][2] - track[i+1][2]);
diffs_y[i] = fabs(track[i+2][3] - track[i+1][3]);
}
for (i = 1; i < K-1; i++) {
if (((diffs_x[i] > 0.05 or diffs_x[i-1] > 0.05) and
(diffs_x[i] > 2*diffs_x[i-1] or
diffs_x[i] < .5*diffs_x[i-1])) or
((diffs_y[i] > 0.05 or diffs_y[i-1] > 0.05) and
(diffs_y[i] > 2*diffs_y[i-1] or
diffs_y[i] < .5*diffs_y[i-1]))){
return false;
}
}
return true;
}
void merge_features(double *tracks, double *features, long long *empty_idxs) {
double feature_arr [3000][5];
memcpy(feature_arr, features, 3000 * 5 * sizeof(double));
double track_arr [6000][K + 1][5];
memcpy(track_arr, tracks, (K+1) * 6000 * 5 * sizeof(double));
int match;
int empty_idx = 0;
int idx;
for (int i = 0; i < 3000; i++) {
match = feature_arr[i][4];
if (track_arr[match][0][1] == match and track_arr[match][0][2] == 0){
track_arr[match][0][0] = track_arr[match][0][0] + 1;
track_arr[match][0][1] = feature_arr[i][1];
track_arr[match][0][2] = 1;
idx = track_arr[match][0][0];
memcpy(track_arr[match][idx], feature_arr[i], 5 * sizeof(double));
if (idx == K){
// label complete
track_arr[match][0][3] = 1;
if (sane(track_arr[match])){
// label valid
track_arr[match][0][4] = 1;
}
}
} else {
// gen new track with this feature
track_arr[empty_idxs[empty_idx]][0][0] = 1;
track_arr[empty_idxs[empty_idx]][0][1] = feature_arr[i][1];
track_arr[empty_idxs[empty_idx]][0][2] = 1;
memcpy(track_arr[empty_idxs[empty_idx]][1], feature_arr[i], 5 * sizeof(double));
empty_idx = empty_idx + 1;
}
}
memcpy(tracks, track_arr, (K+1) * 6000 * 5 * sizeof(double));
}
}