郭烈

个人信息Personal Information

副教授

博士生导师

硕士生导师

性别:男

毕业院校:吉林大学

学位:博士

所在单位:机械工程学院

学科:车辆工程. 载运工具运用工程

办公地点:海涵楼417A

联系方式:15524800674

电子邮箱:guo_lie@dlut.edu.cn

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论文成果

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Intelligent Vehicle Trajectory Tracking Based on Neural Networks Sliding Mode Control

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论文类型:会议论文

第一作者:Guo Lie

合写作者:Ge Ping-shu,Yang Xiao-li,Li Bing

发表时间:2014-10-09

收录刊物:EI、CPCI-S、Scopus

页面范围:57-62

摘要:The problem of lateral control in intelligent vehicle trajectory tracking for automated highway system is studied. The article deduced the vehicle's desired yaw rate through real time planning virtual path between the vehicle mass center and prediction aiming point which is planned according to the vehicle's kinematic model and pose error model. Based on the lateral dynamic model of vehicle, radical basis function (RBF) neural networks based sliding mode variable structure trajectory tracking controller is designed. A multi-body dynamics model of vehicle is built in ADAMS/Car. The interactive combination control dynamic simulation between Matlab/Simulink and ADAMS is realized through designing the data interface between Matlab and ADAMS. Simulations were conducted and the results show that the proposed algorithm improves the control precision of the system and improves the tracking performance of the system.