dragonpilot - 基於 openpilot 的開源駕駛輔助系統
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from cereal import log
from common.conversions import Conversions as CV
from common.realtime import DT_MDL, sec_since_boot
LaneChangeState = log.LateralPlan.LaneChangeState
LaneChangeDirection = log.LateralPlan.LaneChangeDirection
LANE_CHANGE_SPEED_MIN = 30 * CV.MPH_TO_MS
LANE_CHANGE_TIME_MAX = 10.
DESIRES = {
LaneChangeDirection.none: {
LaneChangeState.off: log.LateralPlan.Desire.none,
LaneChangeState.preLaneChange: log.LateralPlan.Desire.none,
LaneChangeState.laneChangeStarting: log.LateralPlan.Desire.none,
LaneChangeState.laneChangeFinishing: log.LateralPlan.Desire.none,
},
LaneChangeDirection.left: {
LaneChangeState.off: log.LateralPlan.Desire.none,
LaneChangeState.preLaneChange: log.LateralPlan.Desire.none,
LaneChangeState.laneChangeStarting: log.LateralPlan.Desire.laneChangeLeft,
LaneChangeState.laneChangeFinishing: log.LateralPlan.Desire.laneChangeLeft,
},
LaneChangeDirection.right: {
LaneChangeState.off: log.LateralPlan.Desire.none,
LaneChangeState.preLaneChange: log.LateralPlan.Desire.none,
LaneChangeState.laneChangeStarting: log.LateralPlan.Desire.laneChangeRight,
LaneChangeState.laneChangeFinishing: log.LateralPlan.Desire.laneChangeRight,
},
}
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.LateralPlan.Desire.none
# dp
self.dp_lc_auto_done = False
self.dp_lc_auto_delay_start_sec = None
self.dp_lateral_mode = 1 # 0 = blinker mode (should we remove?), 1 = assist lane change, 2 = auto lane change
self.dp_lc_min_mph = LANE_CHANGE_SPEED_MIN
self.dp_lc_auto_min_mph = LANE_CHANGE_SPEED_MIN + 10
self.dp_lc_auto_delay = 3 # secs
def update(self, carstate, active, lane_change_prob, dragonconf):
# dp - sync with dragonConf
self.dp_lateral_mode = dragonconf.dpLateralMode
self.dp_lc_min_mph = dragonconf.dpLcMinMph * CV.MPH_TO_MS
self.dp_lc_auto_min_mph = dragonconf.dpLcAutoMinMph * CV.MPH_TO_MS
self.dp_lc_auto_min_mph = self.dp_lc_min_mph if self.dp_lc_auto_min_mph < self.dp_lc_min_mph else self.dp_lc_auto_min_mph
self.dp_lc_auto_delay = dragonconf.dpLcAutoDelay
v_ego = carstate.vEgo
one_blinker = carstate.leftBlinker != carstate.rightBlinker
below_lane_change_speed = v_ego < self.dp_lc_min_mph
below_alc_speed = v_ego < self.dp_lc_auto_min_mph
if not active or self.lane_change_timer > LANE_CHANGE_TIME_MAX:
self.lane_change_state = LaneChangeState.off
self.lane_change_direction = LaneChangeDirection.none
else:
# 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.dp_lc_auto_done = False
self.dp_lc_auto_delay_start_sec = None
# 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))
if self.dp_lateral_mode == 2:
if self.dp_lc_auto_delay_start_sec is None:
self.dp_lc_auto_delay_start_sec = sec_since_boot()
else:
if one_blinker and not below_alc_speed and (not self.dp_lc_auto_done) and \
(sec_since_boot() - self.dp_lc_auto_delay_start_sec >= self.dp_lc_auto_delay):
torque_applied = True
blindspot_detected = ((carstate.leftBlindspot and self.lane_change_direction == LaneChangeDirection.left) or
(carstate.rightBlindspot and self.lane_change_direction == LaneChangeDirection.right))
if not one_blinker or below_lane_change_speed:
self.lane_change_state = LaneChangeState.off
elif torque_applied and not blindspot_detected:
self.lane_change_state = LaneChangeState.laneChangeStarting
# 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
self.dp_lc_auto_done = True
if self.lane_change_state in (LaneChangeState.off, LaneChangeState.preLaneChange):
self.lane_change_timer = 0.0
else:
self.lane_change_timer += DT_MDL
self.prev_one_blinker = one_blinker
self.desire = DESIRES[self.lane_change_direction][self.lane_change_state]
# 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.LateralPlan.Desire.keepLeft, log.LateralPlan.Desire.keepRight):
self.desire = log.LateralPlan.Desire.none