Simulation Design of Intelligent Vehicle Transverse Control System

被引:0
|
作者
Guo, Mingqiu [1 ]
Shi, Yunde [1 ]
Xia, Dan [1 ]
机构
[1] Southeast Univ, Dept Mech Engn, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Driverless vehicles; Trajectory tracking contra Pre-scanning control; Model predictive control; TRAJECTORY TRACKING CONTROL; LOCALIZATION;
D O I
10.1109/ICMA52036.2021.9512634
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The vehicle trajectory tracking control function plays a decisive role for the vehicle to achieve driverlessness. In this paper, a 6-state variable vehicle high-speed control model based on vehicle dynamics is established. Then a nonlinear simplified model of the vehicle is built by linearizing assumptions on tires and snt(II angle approximation assumptions. Through the analysis of the vehicle model and constraints, this paper chooses to transform the nonlinear system of the vehicle into a linear (imevarying system. Then the solved control increments are applied to the vehicle through the model predictive control (ULT) algorithm, which can realize the closed-loop control of AMC. In the simulation process, this paper chooses double-shifted lines as the driving conditions for the analysis of the trajectory tracking control performance of unmanned vehicles. In order to verify the superiority of WC controller in tracking control, the prescanning optimal control (PSOC) algorithm in CarSim is used as a comparison in this paper. The simulation results show that the model predictive controller designed in (his paper has similar tracking accuracy with the pre- scanning control at low speed, but at high speed, the NI l'C controller has significant tracking control advantages, with strong adaptability and robustness to the tracking accuracy, body stability control and external disturbance.
引用
收藏
页码:514 / 519
页数:6
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