Enhanced vehicle operation
A computer includes a processor and a memory, the memory storing instructions executable by the processor to detect an actual steering column torque and an actual steering wheel angle, predict a steering wheel torque with a state-estimation algorithm that outputs a plurality of vehicle states including the predicted steering wheel torque, adjust the plurality of vehicle states based on an algorithm noise that is based on a steering wheel angular speed to generate estimated vehicle states, output the estimated vehicle states including an estimated user-applied steering wheel torque, and transition from an autonomous mode to a manual mode when the estimated steering wheel torque exceeds a threshold. The state-estimation algorithm accepts input including the actual steering column torque and the actual steering wheel angle and outputs the plurality of vehicle states.
1. A system, comprising a computer including a processor and a memory, the memory storing instructions executable by the processor to:
detect an actual steering column torque and an actual steering wheel angle;
predict a user-applied steering wheel torque with a state-estimation algorithm that accepts input including the actual steering column torque and the actual steering wheel angle, and outputs a plurality of vehicle states including the predicted user-applied steering wheel torque;
adjust the plurality of vehicle states based on an algorithm noise that is based on a steering wheel angular speed to generate estimated vehicle states;
output the estimated vehicle states including an estimated user-applied steering wheel torque; and
transition from an autonomous mode to a manual mode when the estimated user-applied steering wheel torque exceeds a threshold.
2. The system of claim 1 , wherein the plurality of vehicle states include the steering wheel torque, an estimated steering wheel angle, and an estimated steering wheel angle speed.
3. The system of claim 2 , wherein the estimated steering wheel angle speed includes a time rate of change of the steering wheel angle and a steering wheel inertia generated by the actual steering wheel torque turning a steering wheel to the actual steering wheel angle.
4. The system of claim 1 , wherein the instructions further include instructions to transition from the autonomous mode to the manual mode when the estimated user-applied steering wheel torque exceeds the threshold for an elapsed time exceeding a time threshold.
5. The system of claim 1 , wherein the instructions further include instructions to input the actual steering column torque, the actual steering wheel angle, a stiffness of a steering column, and a damping coefficient of the steering wheel to the state-estimation algorithm to estimate the user-applied steering wheel torque.
6. The system of claim 1 , wherein the algorithm noise is a covariance of a modeling error, the steering wheel angular speed, and a noise factor that is inversely proportional to the steering wheel angular speed.
7. The system of claim 1 , wherein the instructions further include instructions to initiate the state-estimation algorithm with a set of predetermined parameters including a reference steering motor torque and a reference steering wheel angle.
8. The system of claim 1 , wherein the state-estimation algorithm is a Kalman filter.
9. The system of claim 1 , wherein the estimated user-applied steering wheel torque is a torque applied to a steering wheel by an operator of a vehicle.
10. The system of claim 1 , wherein the instructions further include instructions to input a damping coefficient of a steering column and a damping coefficient of a steering wheel to the state-estimation algorithm to estimate the user-applied steering wheel torque.
11. A method, comprising:
detecting an actual steering column torque and an actual steering wheel angle;
predicting a user-applied steering wheel torque with a state-estimation algorithm that accepts input including the actual steering column torque and the actual steering wheel angle, and outputs a plurality of vehicle states including the predicted user-applied steering wheel torque;
adjusting the plurality of vehicle states based on an algorithm noise that is based on a steering wheel angular speed to generate estimated vehicle states;
outputting the estimated vehicle states including an estimated user-applied steering wheel torque; and
transitioning from an autonomous mode to a manual mode when the estimated user-applied steering wheel torque exceeds a threshold.
12. The method of claim 11 , wherein the plurality of vehicle states include the steering wheel torque, an estimated steering wheel angle, and an estimated steering wheel angle speed.
13. The method of claim 12 , wherein the estimated steering wheel angle speed includes a time rate of change of the steering wheel angle and a steering wheel inertia generated by the actual steering wheel torque turning a steering wheel to the actual steering wheel angle.
14. The method of claim 11 , further comprising transitioning from the autonomous mode to the manual mode when the estimated user-applied steering wheel torque exceeds the threshold for an elapsed time exceeding a time threshold.
15. The method of claim 11 , wherein the estimated user-applied steering wheel torque is a torque applied to a steering wheel by an operator of a vehicle.
16. A system, comprising:
a steering wheel;
a steering column connected to the steering wheel;
means for detecting an actual steering column torque and an actual steering wheel angle of the steering wheel;
means for predicting a user-applied steering wheel torque with a state-estimation algorithm that accepts input including the actual steering column torque and the actual steering wheel angle, and outputs a plurality of vehicle states including the predicted user-applied steering wheel torque;
means for adjusting the plurality of vehicle states based on an algorithm noise that is based on a steering wheel angular speed to generate estimated vehicle states;
means for outputting the estimated vehicle states including an estimated user-applied steering wheel torque; and
means for transitioning from an autonomous mode to a manual mode when the estimated user-applied steering wheel torque exceeds a threshold.
17. The system of claim 16 , wherein the plurality of vehicle states include the steering wheel torque, an estimated steering wheel angle, and an estimated steering wheel angle speed.
18. The system of claim 17 , wherein the estimated steering wheel angle speed includes a time rate of change of the steering wheel angle and a steering wheel inertia generated by the actual steering wheel torque turning a steering wheel to the actual steering wheel angle.
19. The system of claim 16 , further comprising means for transitioning from the autonomous mode to the manual mode when the estimated user-applied steering wheel torque exceeds the threshold for an elapsed time exceeding a time threshold.
20. The system of claim 16 , wherein the estimated user-applied steering wheel torque is a torque applied to the steering wheel by an operator of a vehicle.