from cereal import car from common.numpy_fast import clip from selfdrive.config import Conversions as CV # kph V_CRUISE_MAX = 144 V_CRUISE_MIN = 8 V_CRUISE_DELTA = 8 V_CRUISE_ENABLE_MIN = 40 class MPC_COST_LAT: PATH = 1.0 LANE = 3.0 HEADING = 1.0 STEER_RATE = 1.0 class MPC_COST_LONG: TTC = 5.0 DISTANCE = 0.1 ACCELERATION = 10.0 JERK = 20.0 class EventTypes: ENABLE = 'enable' PRE_ENABLE = 'preEnable' NO_ENTRY = 'noEntry' WARNING = 'warning' USER_DISABLE = 'userDisable' SOFT_DISABLE = 'softDisable' IMMEDIATE_DISABLE = 'immediateDisable' PERMANENT = 'permanent' def create_event(name, types): event = car.CarEvent.new_message() event.name = name for t in types: setattr(event, t, True) return event def get_events(events, types): out = [] for e in events: for t in types: if getattr(e, t): out.append(e.name) return out def rate_limit(new_value, last_value, dw_step, up_step): return clip(new_value, last_value + dw_step, last_value + up_step) def learn_angle_model_bias(lateral_control, v_ego, angle_model_bias, c_poly, c_prob, angle_steers, steer_override): # simple integral controller that learns how much steering offset to put to have the car going straight # while being in the middle of the lane min_offset = -5. # deg max_offset = 5. # deg alpha = 1. / 36000. # correct by 1 deg in 2 mins, at 30m/s, with 50cm of error, at 20Hz min_learn_speed = 1. # learn less at low speed or when turning slow_factor = 1. / (1. + 0.02 * abs(angle_steers) * v_ego) alpha_v = alpha * c_prob * (max(v_ego - min_learn_speed, 0.)) * slow_factor # only learn if lateral control is active and if driver is not overriding: if lateral_control and not steer_override: angle_model_bias += c_poly[3] * alpha_v angle_model_bias = clip(angle_model_bias, min_offset, max_offset) return angle_model_bias def update_v_cruise(v_cruise_kph, buttonEvents, enabled): # handle button presses. TODO: this should be in state_control, but a decelCruise press # would have the effect of both enabling and changing speed is checked after the state transition for b in buttonEvents: if enabled and not b.pressed: if b.type == "accelCruise": v_cruise_kph += V_CRUISE_DELTA - (v_cruise_kph % V_CRUISE_DELTA) elif b.type == "decelCruise": v_cruise_kph -= V_CRUISE_DELTA - ((V_CRUISE_DELTA - v_cruise_kph) % V_CRUISE_DELTA) v_cruise_kph = clip(v_cruise_kph, V_CRUISE_MIN, V_CRUISE_MAX) return v_cruise_kph def initialize_v_cruise(v_ego, buttonEvents, v_cruise_last): for b in buttonEvents: # 250kph or above probably means we never had a set speed if b.type == "accelCruise" and v_cruise_last < 250: return v_cruise_last return int(round(clip(v_ego * CV.MS_TO_KPH, V_CRUISE_ENABLE_MIN, V_CRUISE_MAX)))