nopenpilot/selfdrive/controls/lib/latcontrol_steer_model.py

61 lines
2.3 KiB
Python

import math
import numpy as np
from selfdrive.controls.lib.drive_helpers import get_steer_max
from cereal import log
from selfdrive.controls.lib.latcontrol import LatControl, MIN_STEER_SPEED
controls_list = ['can_cmds_squared', 'cmds_by_vsquared', 'cmds_squared_by_vsquared']
NU = len(controls_list)
live_param_list = ['roll', 'roll_squared', 'roll_by_speed', 'roll_by_vsquared']
N_live_param = len(live_param_list)
class LatControlSteerModel(LatControl):
def __init__(self, CP, CI):
super().__init__(CP, CI)
model_param = np.asarray(list(CP.lateralTuning.steerModel.modelparam))
self.B = model_param[0:NU]
self.R = model_param[NU:NU+N_live_param]
assert(NU+N_live_param == len(model_param))
def update(self, active, CS, CP, VM, params, last_actuators, desired_curvature, desired_curvature_rate):
model_log = log.ControlsState.LateralSteerModelState.new_message()
steers_max = get_steer_max(CP, CS.vEgo)
# offset does not contribute to resistive torque
angle_steers_des_no_offset = math.degrees(VM.get_steer_from_curvature(-desired_curvature, CS.vEgo, params.roll))
angle_steers_des = angle_steers_des_no_offset + params.angleOffsetDeg
model_log.steeringAngleDesiredDeg = angle_steers_des
if CS.vEgo < MIN_STEER_SPEED or not active:
output_steer = 0.0
model_log.active = False
self.reset()
else:
# NOTE: live_param_list dependent.
# live_param_list = ['roll', 'roll_squared', 'roll_by_speed', 'roll_by_vsquared']
torque_prev = last_actuators.steer
roll_deg = np.degrees(params.roll)
live_param = np.array([roll_deg, roll_deg * abs(roll_deg), roll_deg / CS.vEgo, roll_deg/(CS.vEgo**2)])
Rp = self.R @ live_param
# NOTE: controls_list dependent.
# controls_list = ['can_cmds_squared', 'cmds_by_vsquared', 'cmds_squared_by_vsquared']
du_dtorque = np.array([2*abs(torque_prev), 1/(CS.vEgo**2), 2*abs(torque_prev)/(CS.vEgo**2) ])
B_tilde = self.B @ du_dtorque
output_steer = float( (1/B_tilde) * (angle_steers_des_no_offset - Rp) )
model_log.active = True
# model_log.steeringAngleDeg = float(self.xcurrent[0])
model_log.output = output_steer
model_log.saturated = self._check_saturation(steers_max - abs(output_steer) < 1e-3, CS)
return output_steer, angle_steers_des, model_log