openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 
 
 

119 lines
3.5 KiB

#include "acado_common.h"
#include "acado_auxiliary_functions.h"
#include <stdio.h>
#define NX ACADO_NX /* Number of differential state variables. */
#define NXA ACADO_NXA /* Number of algebraic variables. */
#define NU ACADO_NU /* Number of control inputs. */
#define NOD ACADO_NOD /* Number of online data values. */
#define NY ACADO_NY /* Number of measurements/references on nodes 0..N - 1. */
#define NYN ACADO_NYN /* Number of measurements/references on node N. */
#define N ACADO_N /* Number of intervals in the horizon. */
ACADOvariables acadoVariables;
ACADOworkspace acadoWorkspace;
typedef struct {
double x, y, psi, delta, t;
} state_t;
typedef struct {
double x[N];
double y[N];
double psi[N];
double delta[N];
} log_t;
void init(double pathCost, double laneCost, double headingCost, double steerRateCost){
acado_initializeSolver();
int i;
const int STEP_MULTIPLIER = 3;
/* Initialize the states and controls. */
for (i = 0; i < NX * (N + 1); ++i) acadoVariables.x[ i ] = 0.0;
for (i = 0; i < NU * N; ++i) acadoVariables.u[ i ] = 0.1;
/* Initialize the measurements/reference. */
for (i = 0; i < NY * N; ++i) acadoVariables.y[ i ] = 0.0;
for (i = 0; i < NYN; ++i) acadoVariables.yN[ i ] = 0.0;
/* MPC: initialize the current state feedback. */
for (i = 0; i < NX; ++i) acadoVariables.x0[ i ] = 0.0;
for (i = 0; i < N; i++) {
int f = 1;
if (i > 4){
f = STEP_MULTIPLIER;
}
acadoVariables.W[25 * i + 0] = pathCost * f;
acadoVariables.W[25 * i + 6] = laneCost * f;
acadoVariables.W[25 * i + 12] = laneCost * f;
acadoVariables.W[25 * i + 18] = headingCost * f;
acadoVariables.W[25 * i + 24] = steerRateCost * f;
}
acadoVariables.WN[0] = pathCost * STEP_MULTIPLIER;
acadoVariables.WN[5] = laneCost * STEP_MULTIPLIER;
acadoVariables.WN[10] = laneCost * STEP_MULTIPLIER;
acadoVariables.WN[15] = headingCost * STEP_MULTIPLIER;
}
int run_mpc(state_t * x0, log_t * solution,
double l_poly[4], double r_poly[4], double p_poly[4],
double l_prob, double r_prob, double p_prob, double curvature_factor, double v_ref, double lane_width){
int i;
for (i = 0; i <= NOD * N; i+= NOD){
acadoVariables.od[i] = curvature_factor;
acadoVariables.od[i+1] = v_ref;
acadoVariables.od[i+2] = l_poly[0];
acadoVariables.od[i+3] = l_poly[1];
acadoVariables.od[i+4] = l_poly[2];
acadoVariables.od[i+5] = l_poly[3];
acadoVariables.od[i+6] = r_poly[0];
acadoVariables.od[i+7] = r_poly[1];
acadoVariables.od[i+8] = r_poly[2];
acadoVariables.od[i+9] = r_poly[3];
acadoVariables.od[i+10] = p_poly[0];
acadoVariables.od[i+11] = p_poly[1];
acadoVariables.od[i+12] = p_poly[2];
acadoVariables.od[i+13] = p_poly[3];
acadoVariables.od[i+14] = l_prob;
acadoVariables.od[i+15] = r_prob;
acadoVariables.od[i+16] = p_prob;
acadoVariables.od[i+17] = lane_width;
}
acadoVariables.x0[0] = x0->x;
acadoVariables.x0[1] = x0->y;
acadoVariables.x0[2] = x0->psi;
acadoVariables.x0[3] = x0->delta;
acado_preparationStep();
acado_feedbackStep();
/* printf("lat its: %d\n", acado_getNWSR()); */
for (i = 0; i <= N; i++){
solution->x[i] = acadoVariables.x[i*NX];
solution->y[i] = acadoVariables.x[i*NX+1];
solution->psi[i] = acadoVariables.x[i*NX+2];
solution->delta[i] = acadoVariables.x[i*NX+3];
}
acado_shiftStates(2, 0, 0);
acado_shiftControls( 0 );
return acado_getNWSR();
}