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 :
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