DocumentCode :
132975
Title :
Cruise control of a two-wheeled vehicle based on MPC to predict the trajectory of a preceding vehicle
Author :
Maeda, Kumiko ; Konaka, Eiji
Author_Institution :
Dept. of Inf. Eng., Meijo Univ., Nagoya, Japan
fYear :
2014
fDate :
9-12 Sept. 2014
Firstpage :
666
Lastpage :
671
Abstract :
This paper proposes model predictive control (MPC)-based cruise control method. A two-wheeled vehicle is a nonlinear system with nonholonomic constraints. Therefore, a large number of computations is required for optimization-based control. Most conventional studies have assumed that the leader vehicle runs along a predefined trajectory. In the proposed method, available control inputs are restricted to a finite set in order to realize a long prediction horizon. The leader vehicle selects one of the candidate target points, and the follower estimates the target and predicts the trajectory of the leader. Simulations are conducted in order to verify the usefulness of the proposed method.
Keywords :
adaptive control; nonlinear control systems; optimisation; predictive control; road traffic control; road vehicles; trajectory control; MPC; adaptive cruise control; finite set; leader vehicle; long prediction horizon; model predictive control; nonholonomic constraints; nonlinear system; optimization-based control; preceding vehicle; target estimation; trajectory prediction; two-wheeled vehicle; Educational institutions; Estimation; Indexes; Performance analysis; Predictive control; Trajectory; Vehicles; adaptive cruise control; branch-and-bound enumeration; model predictive control (MPC);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE Annual Conference (SICE), 2014 Proceedings of the
Conference_Location :
Sapporo
Type :
conf
DOI :
10.1109/SICE.2014.6935215
Filename :
6935215
Link To Document :
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