Shared control for lane departure prevention based on the safe envelope of steering wheel angle

Abstract The ability to prevent lane departure has become an important feature for commercialized vehicles. This paper proposes a shared steering assistance strategy based on a safe envelope of steering wheel angle (SWA). This solves the human-machine conflict issue in lane departure prevention (LDP) system which uses steering control to help the driver keep the vehicle within the correct lane. The system combines a driver steering control model, current vehicle states and vehicle-road deviation. The desired SWAs are calculated when the driver intends to drive along the left or right side of the lane, and then the two angles are used to generate the safe envelope. Next, a driver intention estimator is designed to predict driver’s intended SWA and the assistance control is activated by judging whether the driver intended SWA is go beyond the safe envelope. Finally, a H∞ controller and a disturbance observer are developed to determine the assistance torque. In this way, the SWA is limited to safe values to mitigate lane departure and the controller intervention is minimized. The effectiveness of the proposed method is evaluated via numerical simulation with different driving scenarios and human-in-the-loop experiment on a driving simulator. The obtained results show that this method not only can avoid lane departures effectively, but also ensures a good human-machine cooperative performance.

[1]  Chouki Sentouh,et al.  A New Control Strategy of an Electric-Power-Assisted Steering System , 2012, IEEE Transactions on Vehicular Technology.

[2]  Keli A Braitman,et al.  Volvo and Infiniti Drivers’ Experiences With Select Crash Avoidance Technologies , 2010, Traffic injury prevention.

[3]  M. Elif Karsligil,et al.  Vision based lane keeping assistance control triggered by a driver inattention monitor , 2010, 2010 IEEE International Conference on Systems, Man and Cybernetics.

[4]  Kyongsu Yi,et al.  Lane-keeping assistance control algorithm using differential braking to prevent unintended lane departures , 2014 .

[5]  Rajesh Rajamani,et al.  Vehicle dynamics and control , 2005 .

[6]  Matteo Corno,et al.  Road-Departure Prevention in an Emergency Obstacle Avoidance Situation , 2014, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[7]  Hamid Reza Karimi,et al.  Robust energy-to-peak sideslip angle estimation with applications to ground vehicles , 2015 .

[8]  Dongkui Tan Human-machine Sharing and Hierarchical Control Based Lane Departure Assistance System , 2015 .

[9]  Joost C. F. de Winter,et al.  Preparing drivers for dangerous situations: A critical reflection on continuous shared control , 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

[10]  R Chabaan Control of electrical power assist systems: H∞ design, torque estimation and structural stability , 2001 .

[11]  Philippe Chevrel,et al.  Shared Steering Control Between a Driver and an Automation: Stability in the Presence of Driver Behavior Uncertainty , 2013, IEEE Transactions on Intelligent Transportation Systems.

[12]  Chouki Sentouh,et al.  Toward a shared lateral control between driver and steering assist controller , 2010, IFAC HMS.

[13]  David J. Cole,et al.  Neuromuscular dynamics in the driver–vehicle system , 2006 .

[14]  Larry Smith,et al.  Lane Departure Warning System Research and Test Development , 2007 .

[15]  Ian Postlethwaite,et al.  Multivariable Feedback Control: Analysis and Design , 1996 .

[16]  P. Gahinet,et al.  A linear matrix inequality approach to H∞ control , 1994 .

[17]  Matteo Corno,et al.  A Robust Steering Assistance System for Road Departure Avoidance , 2012, IEEE Transactions on Vehicular Technology.

[18]  Mark Mulder,et al.  The effect of haptic guidance on curve negotiation behavior of young, experienced drivers , 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

[19]  Sebastien Glaser,et al.  Driver assistance system for lane departure avoidance by steering and differential braking , 2010 .

[20]  Kada Hartani,et al.  A new shared control for lane keeping and road departure prevention , 2016 .

[21]  Konghui Guo,et al.  DEVELOPMENT OF A LONGITUDINAL AND LATERAL DRIVER MODEL FOR AUTONOMOUS VEHICLE CONTROL , 2004 .

[22]  Chouki Sentouh,et al.  Shared lateral control with on-line adaptation of the automation degree for driver steering assist system: A weighting design approach , 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

[23]  Angelos Amditis,et al.  A Situation-Adaptive Lane-Keeping Support System: Overview of the SAFELANE Approach , 2010, IEEE Transactions on Intelligent Transportation Systems.

[24]  B. Lusetti,et al.  Driver steering assistance for lane departure avoidance , 2009 .

[25]  J. Christian Gerdes,et al.  Safe Driving Envelopes for Shared Control of Ground Vehicles , 2013 .

[26]  Ali Ghaffari,et al.  Robust Road Departure Avoidance Based on Driver Decision Estimation , 2011 .