Smoother braking behind lead

Added toggle to smooth out the braking behavior when approaching a slower lead vehicle.
This commit is contained in:
FrogAi
2024-02-27 16:34:47 -07:00
parent 80682a206c
commit 506cbb87e8
5 changed files with 14 additions and 2 deletions

View File

@@ -243,6 +243,7 @@ class LongitudinalMpc:
def __init__(self, mode='acc'):
# FrogPilot variables
self.acceleration_offset = 1
self.braking_offset = 1
self.mode = mode
self.solver = AcadosOcpSolverCython(MODEL_NAME, ACADOS_SOLVER_TYPE, N)
@@ -296,7 +297,7 @@ class LongitudinalMpc:
def set_weights(self, prev_accel_constraint=True, custom_personalities=False, aggressive_jerk=0.5, standard_jerk=1.0, relaxed_jerk=1.0, personality=log.LongitudinalPersonality.standard):
jerk_factor = get_jerk_factor(custom_personalities, aggressive_jerk, standard_jerk, relaxed_jerk, personality)
jerk_factor /= np.mean(self.acceleration_offset)
jerk_factor /= np.mean(self.acceleration_offset + self.braking_offset)
if self.mode == 'acc':
a_change_cost = A_CHANGE_COST if prev_accel_constraint else 0
@@ -373,6 +374,14 @@ class LongitudinalMpc:
else:
self.acceleration_offset = 1
# Offset by FrogAi for FrogPilot for a more natural approach to a slower lead
if frogpilot_planner.smoother_braking:
distance_factor = np.maximum(1, lead_xv_0[:,0] - (lead_xv_0[:,1] * t_follow))
self.braking_offset = np.clip((v_ego - lead_xv_0[:,1]) - COMFORT_BRAKE, 1, distance_factor)
t_follow = t_follow / self.braking_offset
else:
self.braking_offset = 1
# LongitudinalPlan variables for onroad driving insights
if self.status:
self.safe_obstacle_distance = int(np.mean(get_safe_obstacle_distance(v_ego, t_follow)))