#ifdef PC_BUILD
#include "../gps-test-tool/main.h"
#else
#include "main.h"
#endif
#define KALMAN_Q 8.5e-6
#define KALMAN_R 4e-5
#define KALMAN_ERR_MAX 6e-4
__flash const char xml_header[] = "\n"
"\n";
__flash const char xml_trk_start[] = "\t\n";
__flash const char xml_trkseg_end[] = "\t\t\n";
__flash const char xml_trkseg_start[] = "\t\t\n";
FIL gpx_file;
static char buf[sizeof(xml_header)+sizeof(xml_trk_start)+2];
struct kalman_s {
unsigned char initialized;
float x_est_last;
float P_last;
float Q;
float R;
float K;
};
#define PREV_POINTS_LENGTH 4
#define AVG_COUNT 3
#define MIN_DIST_DELTA 2.0
struct prev_points_s {
struct location_s data[PREV_POINTS_LENGTH];
unsigned char start;
unsigned char count;
};
struct avg_store_s {
float lat;
float lon;
time_t time;
};
static struct gpx_s {
struct prev_points_s prev_points;
unsigned char avg_count;
unsigned char paused;
unsigned char point_count;
struct avg_store_s avg_store;
struct location_s last_saved;
struct location_s last_distance_point; /* Last accepted point for distance calculation */
struct kalman_s kalman[2];
} gpx;
float kalman_predict(struct kalman_s *k, float data);
void kalman_init(struct kalman_s *k);
float distance(struct location_s *pos1, struct location_s *pos2);
void prev_points_append(struct location_s *new){
gpx.prev_points.data[(gpx.prev_points.start + gpx.prev_points.count)%PREV_POINTS_LENGTH] = *new;
if(++gpx.prev_points.count > PREV_POINTS_LENGTH){
gpx.prev_points.count--;
gpx.prev_points.start++;
gpx.prev_points.start %= PREV_POINTS_LENGTH;
}
}
struct location_s *prev_points_get(unsigned char index){
unsigned char i, addr = gpx.prev_points.start;
for(i=0; i tag */
strcpy_P(buf, xml_header);
strcat_P(buf, xml_trk_start);
return f_write(file, buf, strlen(buf), &bw);
}
void gpx_save_single_point(struct location_s *loc) {
FIL gpx;
UINT bw;
unsigned char err = 0;
char *time = get_iso_time(loc->time, 1);
iso_time_to_filename(time);
xsprintf(buf, PSTR("%s-POINT.GPX"), time);
xprintf(PSTR("Writing single point in %s\r\n"), buf);
if ((err = f_open(&gpx, buf, FA_WRITE | FA_OPEN_ALWAYS))) {
f_close(&gpx);
// System.status = STATUS_FILE_OPEN_ERROR;
xputs_P(PSTR("File open error\r\n"));
return; /* Failed to open file */
}
strcpy_P(buf, xml_header);
err |= f_write(&gpx, buf, strlen(buf), &bw);
xsprintf(buf, PSTR("\t\n\n"), loc->lat, loc->lon);
err |= f_write(&gpx, buf, strlen(buf), &bw);
err |= f_close(&gpx);
if (err) {
/* TODO */
}
}
unsigned char is_paused(void) {
return gpx.paused;
}
unsigned char gpx_write(struct location_s *loc, FIL *file) {
unsigned int bw;
const char *time;
unsigned char paused = System.tracking_paused || System.tracking_auto_paused;
if (paused) {
if (!gpx.paused) {
strcpy_P(buf, xml_trkseg_end);
gpx.paused = 1;
gpx.point_count = 0;
System.current_pause_start = utc;
} else {
return 0; /* nothing to store */
}
} else {
if (gpx.paused) {
strcpy_P(buf, xml_trkseg_start);
f_write(file, buf, strlen(buf), &bw);
gpx.paused = 0;
if (System.current_pause_start)
System.pause_time += utc - System.current_pause_start;
}
time = get_iso_time(loc->time, 0);
xsprintf(buf, PSTR("\t\t\t\n\t\t\t\t%.2f\n\t\t\t\t\n"), loc->lat, loc->lon, loc->alt, time);
strcat_P(buf, PSTR("\t\t\t\n"));
}
return f_write(file, buf, strlen(buf), &bw);
}
unsigned char gpx_close(FIL *file) {
unsigned int bw;
buf[0] = '\0';
if (!gpx.paused)
strcpy_P(buf, xml_trkseg_end);
strcat_P(buf, PSTR("\t\n\n"));
f_write(file, buf, strlen(buf), &bw);
return f_close(file);
}
void gpx_process_point(struct location_s *loc, FIL *file){
float lon_est, lon_err, lat_est, lat_err, dist;
struct location_s *ptr;
struct location_s nloc;
struct location_s filtered_loc;
if (gpx.point_count < System.conf.skip_points) { /* Skipping initial points */
gpx.point_count++;
return;
}
/* Always apply Kalman filtering for distance calculation */
lat_est = kalman_predict(&gpx.kalman[0], loc->lat);
lon_est = kalman_predict(&gpx.kalman[1], loc->lon);
filtered_loc.lat = lat_est;
filtered_loc.lon = lon_est;
filtered_loc.time = loc->time;
filtered_loc.alt = loc->alt;
if (get_flag(CONFFLAG_DISABLE_FILTERS)) {
/* Write unfiltered data to GPX, but calculate distance from filtered data */
xputs_P(PSTR("Write with filters disabled\r\n"));
gpx_write(loc, file);
/* Calculate distance and elevation from filtered points */
if (gpx.last_distance_point.lat != 0) {
float ele_change;
dist = distance(&gpx.last_distance_point, &filtered_loc);
add_distance(dist);
ele_change = filtered_loc.alt - gpx.last_distance_point.alt;
add_elevation(ele_change);
}
gpx.last_distance_point = filtered_loc;
} else {
/* Apply Kalman error check */
lat_err = fabs(loc->lat - lat_est);
lon_err = fabs(loc->lon - lon_est);
// xprintf(PSTR("lat_err: %e, lon_err: %e, limit: %e\r\n"), lat_err, lon_err, (float)KALMAN_ERR_MAX);
if(lat_err > KALMAN_ERR_MAX || lon_err > KALMAN_ERR_MAX){
xputs_P(PSTR("KALMAN REJECT\r\n"));
return;
}
prev_points_append(&filtered_loc);
if(gpx.prev_points.count == PREV_POINTS_LENGTH){
float dist12 = distance(prev_points_get(0), prev_points_get(1));
float dist34 = distance(prev_points_get(2), prev_points_get(3));
float dist32 = distance(prev_points_get(2), prev_points_get(1));
xprintf(PSTR("New distance: %fm\r\n"), dist32);
if(dist34 > dist12 && dist32 > dist12){
xputs_P(PSTR("DISTANCE DIFF REJECT\r\n"));
return;
}
ptr = prev_points_get(PREV_POINTS_LENGTH - 2);
} else {
if(gpx.prev_points.count >= PREV_POINTS_LENGTH-2){
ptr = prev_points_get(gpx.prev_points.count - 2);
xputs_P(PSTR("NEW\r\n"));
} else {
return;
}
}
if(distance(&gpx.last_saved, ptr) < MIN_DIST_DELTA){
xputs_P(PSTR("Too small position change REJECT\r\n"));
return;
}
xputs_P(PSTR("ACCEPT\r\n"));
/* Calculate distance and elevation for accepted point */
if (gpx.last_distance_point.lat != 0) {
float ele_change;
dist = distance(&gpx.last_distance_point, ptr);
add_distance(dist);
ele_change = ptr->alt - gpx.last_distance_point.alt;
add_elevation(ele_change);
}
gpx.last_distance_point = *ptr;
gpx.avg_store.lat += ptr->lat;
gpx.avg_store.lon += ptr->lon;
if(gpx.avg_count == AVG_COUNT/2)
gpx.avg_store.time = ptr->time;
if(++gpx.avg_count == AVG_COUNT){
nloc.lat = gpx.avg_store.lat / AVG_COUNT;
nloc.lon = gpx.avg_store.lon / AVG_COUNT;
nloc.time = gpx.avg_store.time;
gpx.avg_count = 0;
gpx.avg_store.lat = 0;
gpx.avg_store.lon = 0;
gpx.avg_store.time = 0;
gpx.last_saved = nloc;
gpx_write(&nloc, file);
}
}
if (System.time_start == 0)
System.time_start = utc;
}
void kalman_init(struct kalman_s *k){
k->initialized = 0;
k->P_last = 0;
//the noise in the system
k->Q = KALMAN_Q; // process variance
k->R = KALMAN_R; // measurement variance
k->K = 0;
}
float kalman_predict(struct kalman_s *k, float data){
if(!k->initialized){
//initial values for the kalman filter
k->x_est_last = data;
k->initialized = 1;
return data;
}
//do a prediction
float x_temp_est = k->x_est_last;
float P_temp = k->P_last + k->Q;
//calculate the Kalman gain
k->K = P_temp * (1.0/(P_temp + k->R));
//correct
float x_est = x_temp_est + k->K * (data - x_temp_est);
k->P_last = (1 - k->K) * P_temp;
k->x_est_last = x_est;
return x_est;
}
#define R_EARTH 6371e3 // m
float distance(struct location_s *pos1, struct location_s *pos2){
float lat1 = pos1->lat * M_PI / 180.0;
float lat2 = pos2->lat * M_PI / 180.0;
float dlat = (pos2->lat - pos1->lat) * M_PI / 180.0;
float dlon = (pos2->lon - pos1->lon) * M_PI / 180.0;
float a = sinf(dlat/2.0) * sinf(dlat/2.0) + cosf(lat1) * cosf(lat2) * sinf(dlon/2.0) * sinf(dlon/2.0);
float c = 2 * atan2f(sqrtf(a), sqrtf(1-a));
float ret = R_EARTH * c;
return ret;
}
void add_distance(float dist) {
unsigned char paused = System.tracking_paused || System.tracking_auto_paused;
if (!paused)
System.distance += (dist+0.005)*100.0;
xprintf(PSTR("Distance: %f m; sum: %f m\r\n"), dist, System.distance/100.0);
}
void add_elevation(float ele_change) {
unsigned char paused = System.tracking_paused || System.tracking_auto_paused;
if (!paused) {
if (ele_change > 0) {
System.elevation_gain += (ele_change+0.05)*10.0;
} else if (ele_change < 0) {
System.elevation_loss += (-ele_change+0.05)*10.0;
}
}
xprintf(PSTR("Elevation change: %f m; gain: %f m, loss: %f m\r\n"),
ele_change, System.elevation_gain/10.0, System.elevation_loss/10.0);
}