Files
clearpilot/selfdrive/controls/lib/desire_helper.py
Your Name 2fbe9dbea1 wip
2024-04-27 13:44:34 -05:00

177 lines
7.3 KiB
Python

from cereal import log
from openpilot.common.conversions import Conversions as CV
from openpilot.common.params import Params
from openpilot.common.realtime import DT_MDL
LaneChangeState = log.LaneChangeState
LaneChangeDirection = log.LaneChangeDirection
TurnDirection = log.Desire
LANE_CHANGE_SPEED_MIN = 20 * CV.MPH_TO_MS
LANE_CHANGE_TIME_MAX = 10.
DESIRES = {
LaneChangeDirection.none: {
LaneChangeState.off: log.Desire.none,
LaneChangeState.preLaneChange: log.Desire.none,
LaneChangeState.laneChangeStarting: log.Desire.none,
LaneChangeState.laneChangeFinishing: log.Desire.none,
},
LaneChangeDirection.left: {
LaneChangeState.off: log.Desire.none,
LaneChangeState.preLaneChange: log.Desire.none,
LaneChangeState.laneChangeStarting: log.Desire.laneChangeLeft,
LaneChangeState.laneChangeFinishing: log.Desire.laneChangeLeft,
},
LaneChangeDirection.right: {
LaneChangeState.off: log.Desire.none,
LaneChangeState.preLaneChange: log.Desire.none,
LaneChangeState.laneChangeStarting: log.Desire.laneChangeRight,
LaneChangeState.laneChangeFinishing: log.Desire.laneChangeRight,
},
}
TURN_DESIRES = {
TurnDirection.none: log.Desire.none,
TurnDirection.turnLeft: log.Desire.turnLeft,
TurnDirection.turnRight: log.Desire.turnRight,
}
class DesireHelper:
def __init__(self):
self.lane_change_state = LaneChangeState.off
self.lane_change_direction = LaneChangeDirection.none
self.lane_change_timer = 0.0
self.lane_change_ll_prob = 1.0
self.keep_pulse_timer = 0.0
self.prev_one_blinker = False
self.desire = log.Desire.none
# FrogPilot variables
self.params = Params()
self.params_memory = Params("/dev/shm/params")
self.turn_direction = TurnDirection.none
self.lane_change_completed = False
self.turn_completed = False
self.lane_change_wait_timer = 0
self.update_frogpilot_params()
def update(self, carstate, lateral_active, lane_change_prob, frogpilotPlan):
v_ego = carstate.vEgo
one_blinker = carstate.leftBlinker != carstate.rightBlinker
below_lane_change_speed = v_ego < LANE_CHANGE_SPEED_MIN
if not (self.lane_detection and one_blinker) or below_lane_change_speed:
lane_available = True
else:
desired_lane = frogpilotPlan.laneWidthLeft if carstate.leftBlinker else frogpilotPlan.laneWidthRight
lane_available = desired_lane >= self.lane_detection_width
if not lateral_active or self.lane_change_timer > LANE_CHANGE_TIME_MAX:
self.lane_change_state = LaneChangeState.off
self.lane_change_direction = LaneChangeDirection.none
self.turn_direction = TurnDirection.none
elif one_blinker and below_lane_change_speed and self.turn_desires:
self.turn_direction = TurnDirection.turnLeft if carstate.leftBlinker else TurnDirection.turnRight
# Set the "turn_completed" flag to prevent lane changes after completing a turn
self.turn_completed = True
else:
self.turn_direction = TurnDirection.none
# LaneChangeState.off
if self.lane_change_state == LaneChangeState.off and one_blinker and not self.prev_one_blinker and not below_lane_change_speed:
self.lane_change_state = LaneChangeState.preLaneChange
self.lane_change_ll_prob = 1.0
self.lane_change_wait_timer = 0
# LaneChangeState.preLaneChange
elif self.lane_change_state == LaneChangeState.preLaneChange:
# Set lane change direction
self.lane_change_direction = LaneChangeDirection.left if \
carstate.leftBlinker else LaneChangeDirection.right
torque_applied = carstate.steeringPressed and \
((carstate.steeringTorque > 0 and self.lane_change_direction == LaneChangeDirection.left) or
(carstate.steeringTorque < 0 and self.lane_change_direction == LaneChangeDirection.right))
blindspot_detected = ((carstate.leftBlindspot and self.lane_change_direction == LaneChangeDirection.left) or
(carstate.rightBlindspot and self.lane_change_direction == LaneChangeDirection.right))
self.lane_change_wait_timer += DT_MDL
if self.nudgeless and lane_available and not self.lane_change_completed and self.lane_change_wait_timer >= self.lane_change_delay:
torque_applied = True
self.lane_change_wait_timer = 0
if not one_blinker or below_lane_change_speed:
self.lane_change_state = LaneChangeState.off
self.lane_change_direction = LaneChangeDirection.none
elif torque_applied and not blindspot_detected:
self.lane_change_state = LaneChangeState.laneChangeStarting
self.lane_change_completed = True if self.one_lane_change else False
# LaneChangeState.laneChangeStarting
elif self.lane_change_state == LaneChangeState.laneChangeStarting:
# fade out over .5s
self.lane_change_ll_prob = max(self.lane_change_ll_prob - 2 * DT_MDL, 0.0)
# 98% certainty
if lane_change_prob < 0.02 and self.lane_change_ll_prob < 0.01:
self.lane_change_state = LaneChangeState.laneChangeFinishing
# LaneChangeState.laneChangeFinishing
elif self.lane_change_state == LaneChangeState.laneChangeFinishing:
# fade in laneline over 1s
self.lane_change_ll_prob = min(self.lane_change_ll_prob + DT_MDL, 1.0)
if self.lane_change_ll_prob > 0.99:
self.lane_change_direction = LaneChangeDirection.none
if one_blinker:
self.lane_change_state = LaneChangeState.preLaneChange
else:
self.lane_change_state = LaneChangeState.off
if self.lane_change_state in (LaneChangeState.off, LaneChangeState.preLaneChange):
self.lane_change_timer = 0.0
else:
self.lane_change_timer += DT_MDL
self.lane_change_completed &= one_blinker
self.prev_one_blinker = one_blinker
self.turn_completed &= one_blinker
if self.turn_direction != TurnDirection.none:
self.desire = TURN_DESIRES[self.turn_direction]
elif not self.turn_completed:
self.desire = DESIRES[self.lane_change_direction][self.lane_change_state]
else:
self.desire = log.Desire.none
# Send keep pulse once per second during LaneChangeStart.preLaneChange
if self.lane_change_state in (LaneChangeState.off, LaneChangeState.laneChangeStarting):
self.keep_pulse_timer = 0.0
elif self.lane_change_state == LaneChangeState.preLaneChange:
self.keep_pulse_timer += DT_MDL
if self.keep_pulse_timer > 1.0:
self.keep_pulse_timer = 0.0
elif self.desire in (log.Desire.keepLeft, log.Desire.keepRight):
self.desire = log.Desire.none
if self.params_memory.get_bool("FrogPilotTogglesUpdated"):
self.update_frogpilot_params()
def update_frogpilot_params(self):
is_metric = self.params.get_bool("IsMetric")
lateral_tune = self.params.get_bool("LateralTune")
self.turn_desires = lateral_tune and self.params.get_bool("TurnDesires")
self.nudgeless = self.params.get_bool("NudgelessLaneChange")
self.lane_change_delay = self.params.get_int("LaneChangeTime") if self.nudgeless else 0
self.lane_detection = self.nudgeless and self.params.get_int("LaneDetectionWidth") != 0
self.lane_detection_width = self.params.get_int("LaneDetectionWidth") * (1 if is_metric else CV.FOOT_TO_METER) / 10 if self.lane_detection else 0
self.one_lane_change = self.nudgeless and self.params.get_bool("OneLaneChange")