DocumentCode
270414
Title
MPC based collaborative adaptive cruise control with rear end collision avoidance
Author
Sancar, Feyyaz Emre ; Fidan, Barış ; Huissoon, Jan P. ; Waslander, S.L.
Author_Institution
Dept. of Mech. & Mechatron. Eng., Univ. of Waterloo, Waterloo, ON, Canada
fYear
2014
fDate
8-11 June 2014
Firstpage
516
Lastpage
521
Abstract
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.
Keywords
actuators; adaptive control; automobiles; collision avoidance; parameter estimation; predictive control; three-term control; velocity control; CACC scheme; MPC based collaborative adaptive cruise control; PID structure; actuator limits; car; model predictive control based approach; parameter estimation; rear end collision avoidance; rear end collision control; Intelligent vehicles; CACC; MPC; Optimal Control; Rear-End Collision Check;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium Proceedings, 2014 IEEE
Conference_Location
Dearborn, MI
Type
conf
DOI
10.1109/IVS.2014.6856559
Filename
6856559
Link To Document