个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:哈尔滨工业大学
学位:博士
所在单位:机械工程学院
学科:车辆工程. 控制理论与控制工程. 机械电子工程
办公地点:大连理工大学机械工程学院知方楼8017
电子邮箱:yueming@dlut.edu.cn
Composite Path Tracking Control for Tractor-Trailer Vehicles Via Constrained Model Predictive Control and Direct Adaptive Fuzzy Techniques
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论文类型:期刊论文
发表时间:2017-11-01
发表刊物:JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME
收录刊物:Scopus、SCIE、EI
卷号:139
期号:11
ISSN号:0022-0434
关键字:tractor-trailer vehicle; path tracking; model predictive control (MPC); direct adaptive fuzzy control; vehicle dynamics
摘要:Tractor-trailer vehicles will suffer from nonholonomic constraint, uncertain disturbance, and various physical limits, when they perform path tracking maneuver autonomously. This paper presents a composite path tracking control strategy to tackle the various problems arising from not only vehicle kinematic but also dynamic levels via two powerful control techniques. The proposed composite control structure consists of a model predictive control (MPC)-based posture controller and a direct adaptive fuzzy-based dynamic controller, respectively. The former posture controller can make the underactuated trailer midpoint follow an arbitrary reference trajectory given by the earth-fixed frame, as well as satisfying various physical limits. Meanwhile, the latter dynamic controller enables the vehicle velocities to track the desired velocities produced by the former one, and the global asymptotical convergence of dynamic controller is strictly guaranteed in the sense of Lyapunov stability theorem. The simulation results illustrate that the presented control strategy can achieve a coordinated control effect for the sophisticated tractor-trailer vehicles, thereby enhancing their movement performance in complex environments.