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@ -27,10 +27,8 @@ INTERP_SPEEDS = [1, 1.5, 2.0, 3.0, 5, 7.5, 10, 15, 30] |
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KP_INTERP = [250, 120, 65, 30, 11.5, 5.5, 3.5, 2.0, KP] |
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KP_INTERP = [250, 120, 65, 30, 11.5, 5.5, 3.5, 2.0, KP] |
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LP_FILTER_CUTOFF_HZ = 1.2 |
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LP_FILTER_CUTOFF_HZ = 1.2 |
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JERK_LOOKAHEAD_SECONDS = 0.19 |
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JERK_GAIN = 0.3 |
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LAT_ACCEL_REQUEST_BUFFER_SECONDS = 1.0 |
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LAT_ACCEL_REQUEST_BUFFER_SECONDS = 1.0 |
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VERSION = 0 # bump this when changing controller |
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VERSION = 0 |
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class LatControlTorque(LatControl): |
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class LatControlTorque(LatControl): |
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def __init__(self, CP, CI, dt): |
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def __init__(self, CP, CI, dt): |
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@ -41,12 +39,10 @@ class LatControlTorque(LatControl): |
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self.pid = PIDController([INTERP_SPEEDS, KP_INTERP], KI, KD, rate=1/self.dt) |
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self.pid = PIDController([INTERP_SPEEDS, KP_INTERP], KI, KD, rate=1/self.dt) |
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self.update_limits() |
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self.update_limits() |
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self.steering_angle_deadzone_deg = self.torque_params.steeringAngleDeadzoneDeg |
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self.steering_angle_deadzone_deg = self.torque_params.steeringAngleDeadzoneDeg |
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self.lookahead_frames = int(JERK_LOOKAHEAD_SECONDS / self.dt) |
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self.lat_accel_request_buffer_len = int(LAT_ACCEL_REQUEST_BUFFER_SECONDS / self.dt) |
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self.lat_accel_request_buffer_len = int(LAT_ACCEL_REQUEST_BUFFER_SECONDS / self.dt) |
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self.lat_accel_request_buffer = deque([0.] * self.lat_accel_request_buffer_len , maxlen=self.lat_accel_request_buffer_len) |
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self.lat_accel_request_buffer = deque([0.] * self.lat_accel_request_buffer_len , maxlen=self.lat_accel_request_buffer_len) |
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self.jerk_filter = FirstOrderFilter(0.0, 1 / (2 * np.pi * LP_FILTER_CUTOFF_HZ), self.dt) |
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self.measurement_rate_filter = FirstOrderFilter(0.0, 1 / (2 * np.pi * LP_FILTER_CUTOFF_HZ), self.dt) |
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self.previous_measurement = 0.0 |
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self.previous_measurement = 0.0 |
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self.measurement_rate_filter = FirstOrderFilter(0.0, 1 / (2 * np.pi * LP_FILTER_CUTOFF_HZ), self.dt) |
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def update_live_torque_params(self, latAccelFactor, latAccelOffset, friction): |
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def update_live_torque_params(self, latAccelFactor, latAccelOffset, friction): |
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self.torque_params.latAccelFactor = latAccelFactor |
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self.torque_params.latAccelFactor = latAccelFactor |
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@ -72,26 +68,25 @@ class LatControlTorque(LatControl): |
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delay_frames = int(np.clip(lat_delay / self.dt, 1, self.lat_accel_request_buffer_len)) |
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delay_frames = int(np.clip(lat_delay / self.dt, 1, self.lat_accel_request_buffer_len)) |
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expected_lateral_accel = self.lat_accel_request_buffer[-delay_frames] |
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expected_lateral_accel = self.lat_accel_request_buffer[-delay_frames] |
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lookahead_idx = int(np.clip(-delay_frames + self.lookahead_frames, -self.lat_accel_request_buffer_len+1, -2)) |
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# TODO factor out lateral jerk from error to later replace it with delay independent alternative |
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raw_lateral_jerk = (self.lat_accel_request_buffer[lookahead_idx+1] - self.lat_accel_request_buffer[lookahead_idx-1]) / (2 * self.dt) |
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desired_lateral_jerk = self.jerk_filter.update(raw_lateral_jerk) |
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future_desired_lateral_accel = desired_curvature * CS.vEgo ** 2 |
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future_desired_lateral_accel = desired_curvature * CS.vEgo ** 2 |
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self.lat_accel_request_buffer.append(future_desired_lateral_accel) |
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self.lat_accel_request_buffer.append(future_desired_lateral_accel) |
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gravity_adjusted_future_lateral_accel = future_desired_lateral_accel - roll_compensation |
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gravity_adjusted_future_lateral_accel = future_desired_lateral_accel - roll_compensation |
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setpoint = expected_lateral_accel |
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desired_lateral_jerk = (future_desired_lateral_accel - expected_lateral_accel) / lat_delay |
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measurement = measured_curvature * CS.vEgo ** 2 |
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measurement = measured_curvature * CS.vEgo ** 2 |
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measurement_rate = self.measurement_rate_filter.update((measurement - self.previous_measurement) / self.dt) |
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measurement_rate = self.measurement_rate_filter.update((measurement - self.previous_measurement) / self.dt) |
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self.previous_measurement = measurement |
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self.previous_measurement = measurement |
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error = setpoint - measurement + JERK_GAIN * desired_lateral_jerk |
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setpoint = lat_delay * desired_lateral_jerk + expected_lateral_accel |
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error = setpoint - measurement |
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# do error correction in lateral acceleration space, convert at end to handle non-linear torque responses correctly |
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# do error correction in lateral acceleration space, convert at end to handle non-linear torque responses correctly |
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pid_log.error = float(error) |
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pid_log.error = float(error) |
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ff = gravity_adjusted_future_lateral_accel |
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ff = gravity_adjusted_future_lateral_accel |
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# latAccelOffset corrects roll compensation bias from device roll misalignment relative to car roll |
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# latAccelOffset corrects roll compensation bias from device roll misalignment relative to car roll |
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ff -= self.torque_params.latAccelOffset |
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ff -= self.torque_params.latAccelOffset |
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# TODO remove lateral jerk from feed forward - moving it from error means jerk is not scaled by low speed factor |
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# TODO jerk is weighted by lat_delay for legacy reasons, but should be made independent of it |
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ff += get_friction(error, lateral_accel_deadzone, FRICTION_THRESHOLD, self.torque_params) |
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ff += get_friction(error, lateral_accel_deadzone, FRICTION_THRESHOLD, self.torque_params) |
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freeze_integrator = steer_limited_by_safety or CS.steeringPressed or CS.vEgo < 5 |
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freeze_integrator = steer_limited_by_safety or CS.steeringPressed or CS.vEgo < 5 |
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