dragonpilot - 基於 openpilot 的開源駕駛輔助系統
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from cereal import car
from openpilot.common.numpy_fast import clip
from openpilot.common.realtime import DT_CTRL
from openpilot.selfdrive.controls.lib.drive_helpers import CONTROL_N
from openpilot.selfdrive.controls.lib.pid import PIDController
from openpilot.selfdrive.modeld.constants import ModelConstants
CONTROL_N_T_IDX = ModelConstants.T_IDXS[:CONTROL_N]
LongCtrlState = car.CarControl.Actuators.LongControlState
def long_control_state_trans(CP, active, long_control_state, v_ego,
should_stop, brake_pressed, cruise_standstill):
stopping_condition = should_stop
starting_condition = (not should_stop and
not cruise_standstill and
not brake_pressed)
started_condition = v_ego > CP.vEgoStarting
if not active:
long_control_state = LongCtrlState.off
else:
if long_control_state in (LongCtrlState.off, LongCtrlState.pid):
long_control_state = LongCtrlState.pid
if stopping_condition:
long_control_state = LongCtrlState.stopping
elif long_control_state == LongCtrlState.stopping:
if starting_condition and CP.startingState:
long_control_state = LongCtrlState.starting
elif starting_condition:
long_control_state = LongCtrlState.pid
elif long_control_state == LongCtrlState.starting:
if stopping_condition:
long_control_state = LongCtrlState.stopping
elif started_condition:
long_control_state = LongCtrlState.pid
return long_control_state
class LongControl:
def __init__(self, CP):
self.CP = CP
self.long_control_state = LongCtrlState.off
self.pid = PIDController((CP.longitudinalTuning.kpBP, CP.longitudinalTuning.kpV),
(CP.longitudinalTuning.kiBP, CP.longitudinalTuning.kiV),
k_f=CP.longitudinalTuning.kf, rate=1 / DT_CTRL)
self.last_output_accel = 0.0
def reset(self):
self.pid.reset()
def update(self, active, CS, a_target, should_stop, accel_limits):
"""Update longitudinal control. This updates the state machine and runs a PID loop"""
self.pid.neg_limit = accel_limits[0]
self.pid.pos_limit = accel_limits[1]
self.long_control_state = long_control_state_trans(self.CP, active, self.long_control_state, CS.vEgo,
should_stop, CS.brakePressed,
CS.cruiseState.standstill)
if self.long_control_state == LongCtrlState.off:
self.reset()
output_accel = 0.
elif self.long_control_state == LongCtrlState.stopping:
output_accel = self.last_output_accel
if output_accel > self.CP.stopAccel:
output_accel = min(output_accel, 0.0)
output_accel -= self.CP.stoppingDecelRate * DT_CTRL
self.reset()
elif self.long_control_state == LongCtrlState.starting:
output_accel = self.CP.startAccel
self.reset()
else: # LongCtrlState.pid
error = a_target - CS.aEgo
output_accel = self.pid.update(error, speed=CS.vEgo,
feedforward=a_target)
self.last_output_accel = clip(output_accel, accel_limits[0], accel_limits[1])
return self.last_output_accel