Predictive Prevention of Loss of Vehicle Control for Roadway Departure Avoidance

In this paper, we investigate predictive approaches to the problem of roadway departure prevention via automated steering and braking. We assume a sensing infrastructure detecting road geometry and consider a two-layer accident avoidance framework consisting of a threat assessment and an intervention layer. A novel active safety function for prevention of loss of vehicle control is proposed and implemented using the considered accident avoidance framework. Simulation and experimental results are presented, showing that the proposed approach effectively exploits road preview information to prevent the vehicle from operating in regions of the state space where standard electronic stability control systems are normally activated.

[1]  Massimo Bertozzi,et al.  Vision-based intelligent vehicles: State of the art and perspectives , 2000, Robotics Auton. Syst..

[2]  Saïd Mammar,et al.  Driver's influence on the performance of an integrated lane departure avoidance and lane keeping assistance system , 2009, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).

[3]  Jonas Sjöberg,et al.  Predictive Threat Assessment via Reachability Analysis and Set Invariance Theory , 2011, IEEE Transactions on Intelligent Transportation Systems.

[4]  Taehyun Shim,et al.  Model-Based Road Friction Estimation , 2004 .

[5]  Saïd Mammar,et al.  Time to line crossing for lane departure avoidance: a theoretical study and an experimental setting , 2006, IEEE Transactions on Intelligent Transportation Systems.

[6]  Hans B. Pacejka,et al.  Tire and Vehicle Dynamics , 1982 .

[7]  Hongtei Eric Tseng,et al.  The development of vehicle stability control at Ford , 1999 .

[8]  Said Mammar,et al.  Vehicle Handling Improvement by Active Steering , 2002 .

[9]  Jesper Sandin,et al.  Understanding the causation of single-vehicle crashes: a methodology for in-depth on-scene multidisciplinary case studies , 2007 .

[10]  Mario Milanese,et al.  Combined Automatic Lane-Keeping and Driver's Steering Through a 2-DOF Control Strategy , 2009, IEEE Transactions on Control Systems Technology.

[11]  Jonas Jansson,et al.  Collision Avoidance Theory : with Application to Automotive Collision Mitigation , 2005 .

[12]  Jonas Sjöberg,et al.  A PREDICTIVE APPROACH TO ROADWAY DEPARTURE PREVENTION , 2009 .

[13]  W. R. Pasterkamp,et al.  The Tyre As Sensor To Estimate Friction , 1997 .

[14]  Lotta Jakobsson,et al.  City Safety - A System Addressing Rear-End Collisions at Low Speeds , 2009 .

[15]  P. Carlo Cacciabue Modelling Driver Behaviour in Automotive Environments , 2007 .

[16]  F. Assadian,et al.  Impact of regenerative braking on vehicle stability , 2006 .

[17]  Azim Eskandarian,et al.  Research advances in intelligent collision avoidance and adaptive cruise control , 2003, IEEE Trans. Intell. Transp. Syst..

[18]  Jonas Sjöberg,et al.  Model-Based Threat Assessment for Avoiding Arbitrary Vehicle Collisions , 2010, IEEE Transactions on Intelligent Transportation Systems.

[19]  Susan A Ferguson,et al.  The Effectiveness of Electronic Stability Control in Reducing Real-World Crashes: A Literature Review , 2007, Traffic injury prevention.

[20]  Francesco Borrelli,et al.  Experimental validation of integrated steering and braking model predictive control , 2009 .

[21]  T D Gillespie,et al.  Fundamentals of Vehicle Dynamics , 1992 .

[22]  H. Tsunashima,et al.  Vehicle and road state estimation using interacting multiple model approach , 2006 .

[23]  Saïd Mammar,et al.  Integrated Driver–Vehicle–Infrastructure Road Departure Warning Unit , 2010, IEEE Transactions on Vehicular Technology.

[24]  Francesco Borrelli,et al.  MPC-based yaw and lateral stabilisation via active front steering and braking , 2008 .

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

[26]  Andreas Eidehall,et al.  Tracking and threat assessment for automotive collision avoidance , 2007 .

[27]  Fredrik Gustafsson,et al.  Joint road geometry estimation and vehicle tracking , 2007 .

[28]  Feng Gao,et al.  Study on integrated control of active front steer angle and direct yaw moment , 2002 .

[29]  T. Suzuki,et al.  Study on Real Time Estimation of Tire to Road Friction , 1997 .