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@ -11,16 +11,21 @@ LongCtrlState = car.CarControl.Actuators.LongControlState |
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ACCEL_MIN_ISO = -3.5 # m/s^2 |
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ACCEL_MAX_ISO = 2.0 # m/s^2 |
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def long_control_state_trans(CP, active, long_control_state, v_ego, v_target, |
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v_target_future, brake_pressed, cruise_standstill): |
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"""Update longitudinal control state machine""" |
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accelerating = v_target_future > v_target |
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stopping_condition = (v_ego < 2.0 and cruise_standstill) or \ |
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(v_ego < CP.vEgoStopping and |
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((v_target_future < CP.vEgoStopping and not accelerating) or brake_pressed)) |
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starting_condition = v_target_future > CP.vEgoStarting and accelerating and not cruise_standstill |
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v_target_1sec, brake_pressed, cruise_standstill): |
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accelerating = v_target_1sec > v_target |
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planned_stop = (v_target < CP.vEgoStopping and |
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v_target_1sec < CP.vEgoStopping and |
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not accelerating) |
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stay_stopped = (v_ego < CP.vEgoStopping and |
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(brake_pressed or cruise_standstill)) |
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stopping_condition = planned_stop or stay_stopped |
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starting_condition = (v_target_1sec > CP.vEgoStarting and |
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accelerating and |
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not cruise_standstill and |
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not brake_pressed) |
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started_condition = v_ego > CP.vEgoStarting |
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if not active: |
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long_control_state = LongCtrlState.off |
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@ -34,9 +39,21 @@ def long_control_state_trans(CP, active, long_control_state, v_ego, v_target, |
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long_control_state = LongCtrlState.stopping |
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elif long_control_state == LongCtrlState.stopping: |
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if starting_condition: |
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if starting_condition and CP.startingState: |
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long_control_state = LongCtrlState.starting |
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elif starting_condition: |
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long_control_state = LongCtrlState.pid |
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elif long_control_state == LongCtrlState.starting: |
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if stopping_condition: |
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long_control_state = LongCtrlState.stopping |
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elif started_condition: |
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long_control_state = LongCtrlState.pid |
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return long_control_state |
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@ -60,64 +77,62 @@ class LongControl: |
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# Interp control trajectory |
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speeds = long_plan.speeds |
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if len(speeds) == CONTROL_N: |
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v_target = interp(t_since_plan, T_IDXS[:CONTROL_N], speeds) |
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a_target = interp(t_since_plan, T_IDXS[:CONTROL_N], long_plan.accels) |
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v_target_now = interp(t_since_plan, T_IDXS[:CONTROL_N], speeds) |
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a_target_now = interp(t_since_plan, T_IDXS[:CONTROL_N], long_plan.accels) |
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v_target_lower = interp(self.CP.longitudinalActuatorDelayLowerBound + t_since_plan, T_IDXS[:CONTROL_N], speeds) |
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a_target_lower = 2 * (v_target_lower - v_target) / self.CP.longitudinalActuatorDelayLowerBound - a_target |
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a_target_lower = 2 * (v_target_lower - v_target_now) / self.CP.longitudinalActuatorDelayLowerBound - a_target_now |
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v_target_upper = interp(self.CP.longitudinalActuatorDelayUpperBound + t_since_plan, T_IDXS[:CONTROL_N], speeds) |
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a_target_upper = 2 * (v_target_upper - v_target) / self.CP.longitudinalActuatorDelayUpperBound - a_target |
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a_target_upper = 2 * (v_target_upper - v_target_now) / self.CP.longitudinalActuatorDelayUpperBound - a_target_now |
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v_target = min(v_target_lower, v_target_upper) |
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a_target = min(a_target_lower, a_target_upper) |
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v_target_future = speeds[-1] |
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v_target_1sec = interp(self.CP.longitudinalActuatorDelayUpperBound + t_since_plan + 1.0, T_IDXS[:CONTROL_N], speeds) |
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else: |
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v_target = 0.0 |
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v_target_future = 0.0 |
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v_target_1sec = 0.0 |
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a_target = 0.0 |
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# TODO: This check is not complete and needs to be enforced by MPC |
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a_target = clip(a_target, ACCEL_MIN_ISO, ACCEL_MAX_ISO) |
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self.pid.neg_limit = accel_limits[0] |
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self.pid.pos_limit = accel_limits[1] |
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# Update state machine |
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output_accel = self.last_output_accel |
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self.long_control_state = long_control_state_trans(self.CP, active, self.long_control_state, CS.vEgo, |
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v_target, v_target_future, CS.brakePressed, |
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v_target, v_target_1sec, CS.brakePressed, |
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CS.cruiseState.standstill) |
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if self.long_control_state == LongCtrlState.off: |
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self.reset(CS.vEgo) |
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output_accel = 0. |
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# tracking objects and driving |
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elif self.long_control_state == LongCtrlState.stopping: |
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if output_accel > self.CP.stopAccel: |
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output_accel -= self.CP.stoppingDecelRate * DT_CTRL |
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self.reset(CS.vEgo) |
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elif self.long_control_state == LongCtrlState.starting: |
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output_accel = self.CP.startAccel |
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self.reset(CS.vEgo) |
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elif self.long_control_state == LongCtrlState.pid: |
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self.v_pid = v_target |
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self.v_pid = v_target_now |
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# Toyota starts braking more when it thinks you want to stop |
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# Freeze the integrator so we don't accelerate to compensate, and don't allow positive acceleration |
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prevent_overshoot = not self.CP.stoppingControl and CS.vEgo < 1.5 and v_target_future < 0.7 and v_target_future < self.v_pid |
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# TODO too complex, needs to be simplified and tested on toyotas |
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prevent_overshoot = not self.CP.stoppingControl and CS.vEgo < 1.5 and v_target_1sec < 0.7 and v_target_1sec < self.v_pid |
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deadzone = interp(CS.vEgo, self.CP.longitudinalTuning.deadzoneBP, self.CP.longitudinalTuning.deadzoneV) |
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freeze_integrator = prevent_overshoot |
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error = self.v_pid - CS.vEgo |
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error_deadzone = apply_deadzone(error, deadzone) |
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output_accel = self.pid.update(error_deadzone, speed=CS.vEgo, feedforward=a_target, freeze_integrator=freeze_integrator) |
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if prevent_overshoot: |
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output_accel = min(output_accel, 0.0) |
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output_accel = self.pid.update(error_deadzone, speed=CS.vEgo, |
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feedforward=a_target, |
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freeze_integrator=freeze_integrator) |
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# Intention is to stop, switch to a different brake control until we stop |
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elif self.long_control_state == LongCtrlState.stopping: |
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# Keep applying brakes until the car is stopped |
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if not CS.standstill or output_accel > self.CP.stopAccel: |
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output_accel -= self.CP.stoppingDecelRate * DT_CTRL |
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output_accel = clip(output_accel, accel_limits[0], accel_limits[1]) |
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self.reset(CS.vEgo) |
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self.last_output_accel = output_accel |
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final_accel = clip(output_accel, accel_limits[0], accel_limits[1]) |
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self.last_output_accel = clip(output_accel, accel_limits[0], accel_limits[1]) |
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return final_accel |
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return self.last_output_accel |
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