public UntimedTrajectoryDistances(UntimedTrajectory trajectory)
{
mTrajectory = trajectory;
distances = new double[trajectory.length()];
distances[0] = 0.0;
for (int i = 1; i < trajectory.length(); ++i)
{
distances[i] = distances[i - 1] + trajectory.getState(i - 1).distance(trajectory.getState(i));
}
}
public static TrajectoryContainer parameterizeTrajectory(
bool reverse,
UntimedTrajectory trajectory,
double step_size,
double start_velocity,
double end_velocity,
double max_velocity,
double max_abs_acceleration,
double max_deceleration,
int slowdown_chunks)
{
UntimedTrajectoryDistances traj_distances = new UntimedTrajectoryDistances(trajectory);
int num_states = (int)Math.Ceiling(traj_distances.last_interpolant() / step_size + 1);
List <Pose2dWithCurvature> states = new List <Pose2dWithCurvature>(num_states);
for (int i = 0; i < num_states; ++i)
{
states.Add(traj_distances.sample(Math.Min(i * step_size, traj_distances.last_interpolant())).mState);
}
List <ConstrainedState> constrained_states = new List <ConstrainedState>(states.Count);
const double kEpsilon = 1e-6;
//Forward Pass
ConstrainedState previous;
previous.state = states[0];
previous.distance = 0.0;
previous.max_velocity = start_velocity;
previous.min_acceleration = -max_abs_acceleration;
previous.max_acceleration = max_abs_acceleration;
for (int i = 0; i < states.Count; i++)
{
//Create the next state
ConstrainedState current = new ConstrainedState();
current.state = states[i];
//Distance is the distance from this state to the previous one
double ds = current.state.distance(previous.state);
//Accumulated distance is the new distance plus the accumulating sum
current.distance = ds + previous.distance;
while (true)
{
// Change the max velocity to the max reachable velocity by the acceleration limit.
// vf = sqrt(vi^2 + 2*a*d)
current.max_velocity = Math.Min(max_velocity,
Math.Sqrt(previous.max_velocity * previous.max_velocity
+ 2.0 * previous.max_acceleration * ds));
// Enforce max absolute acceleration.
current.min_acceleration = -max_abs_acceleration;
current.max_acceleration = max_abs_acceleration;
if (ds < kEpsilon)
{
break;
}
//If the maximum acceleration is less than the actual acceleration, need to reduce the previous states acceleration and loop again
// a = (vf^2 - vi^2) / 2d
double actual_acceleration = (current.max_velocity * current.max_velocity
- previous.max_velocity * previous.max_velocity) / (2.0 * ds);
if (current.max_acceleration < actual_acceleration - kEpsilon)
{
previous.max_acceleration = current.max_acceleration;
}
else
{
if (actual_acceleration > previous.min_acceleration + kEpsilon)
{
previous.max_acceleration = actual_acceleration;
}
// If actual acceleration is less than predecessor min accel, we will repair during the backward pass.
break;
}
}
if (i > 0)
{
constrained_states[i - 1] = previous;
}
constrained_states.Add(current);
previous = current;
}
//Backward Pass
ConstrainedState next = new ConstrainedState();
next.state = states[states.Count - 1];
next.distance = constrained_states[states.Count - 1].distance;
next.max_velocity = end_velocity;
next.min_acceleration = -max_deceleration;
next.max_acceleration = max_abs_acceleration;
for (int i = states.Count - 1; i >= 0; i--)
{
ConstrainedState current = constrained_states[i];
double ds = current.distance - next.distance;
//If the state is a slowdown state, apply the max deceleration
if (i >= states.Count - slowdown_chunks)
{
current.min_acceleration = -max_deceleration;
}
while (true)
{
// Enforce reverse max reachable velocity limit.
// vf = sqrt(vi^2 + 2*a*d), where vi = next.
double new_max_velocity = Math.Sqrt(next.max_velocity * next.max_velocity
+ 2.0 * next.min_acceleration * ds);
if (new_max_velocity >= current.max_velocity)
{
// No new limits to impose.
break;
}
current.max_velocity = new_max_velocity;
if (ds > kEpsilon)
{
break;
}
// If the min acceleration for this state is less than the actual, need to reduce the min accel and loop again
// a = (vf^2 - vi^2) / 2d
double actual_acceleration = (current.max_velocity * current.max_velocity
- next.max_velocity * next.max_velocity) / (2.0 * ds);
if (current.min_acceleration > actual_acceleration + kEpsilon)
{
next.min_acceleration = current.min_acceleration;
}
else
{
next.min_acceleration = actual_acceleration;
break;
}
}
if (i < states.Count - 1)
{
constrained_states[i + 1] = next;
}
constrained_states[i] = current;
next = current;
}
List <TrajectoryStatePoint> final_states = new List <TrajectoryStatePoint>(states.Count);
double time = 0;
double distance = 0;
double velocity = 0;
for (int i = 0; i < states.Count; i++)
{
ConstrainedState current = constrained_states[i];
double ds = current.distance - distance;
double accel = (current.max_velocity * current.max_velocity - velocity * velocity) / (2.0 * ds);
if ((Double.IsNaN(accel) || Math.Abs(accel) <= kEpsilon) && (Double.IsNaN(velocity) || Math.Abs(velocity) <= kEpsilon) && i > 0)
{
Console.WriteLine("PATH GENERATION CORRECTED, WOULD HAVE FAILED OTHERWISE");
accel = 0.00001;
}
double dt = 0.0;
if (i > 0)
{
final_states[i - 1].set_acceleration(reverse ? -accel : accel);
if (Math.Abs(accel) > kEpsilon)
{
dt = (current.max_velocity - velocity) / accel;
}
else
{
dt = ds / velocity;
}
}
time += dt;
velocity = current.max_velocity;
distance = current.distance;
final_states.Add(new TrajectoryStatePoint(current.state, time, reverse ? -velocity : velocity, reverse ? -accel : accel));
}
return(new TrajectoryContainer(final_states));
}