MPC based collaborative adaptive cruise control with rear end collision avoidance

This paper presents a model predictive control (MPC) based approach to improve a recently developed class of collaborative adaptive cruise control (CACC) schemes. The PID structure used previously is replaced with MPC, which is able to accommodate actuator limits and parameter estimation. In addition to the regular CACC functionalities, rear end collision control is also incorporated. This approach is able to avoid rear end collisions with the following car, as long as it can still maintain the safe distance with the preceding vehicle. Simulation results are presented which demonstrate the validity of the approach.

[1]  Rajesh Rajamani,et al.  Model predictive control of transitional maneuvers for adaptive cruise control vehicles , 2004, IEEE Transactions on Vehicular Technology.

[2]  Jeroen Ploeg,et al.  Advisory and autonomous cooperative driving systems , 2011, 2011 IEEE International Conference on Consumer Electronics (ICCE).

[3]  Alberto Bemporad,et al.  Model Predictive Control Toolbox™ User’s Guide , 2004 .

[4]  Henk Wymeersch,et al.  Design and Experimental Validation of a Cooperative Driving System in the Grand Cooperative Driving Challenge , 2012, IEEE Transactions on Intelligent Transportation Systems.

[5]  M. Steinbuch,et al.  Explicit MPC design and performance-based tuning of an Adaptive Cruise Control Stop-&-Go , 2008, 2008 IEEE Intelligent Vehicles Symposium.

[6]  Jonas Fredriksson,et al.  A receding horizon approach to string stable cooperative adaptive cruise control , 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[7]  Maarten Steinbuch,et al.  String-Stable CACC Design and Experimental Validation: A Frequency-Domain Approach , 2010, IEEE Transactions on Vehicular Technology.

[8]  Han-Shue Tan,et al.  Design and field testing of a Cooperative Adaptive Cruise Control system , 2010, Proceedings of the 2010 American Control Conference.

[9]  Bart De Schutter,et al.  Adaptive Cruise Control for a SMART Car: A Comparison Benchmark for MPC-PWA Control Methods , 2008, IEEE Transactions on Control Systems Technology.