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
Trajectory Tracking Control for 4WD vehicles using MPC and Adaptive Fuzzy Control
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论文类型:会议论文
发表时间:2017-01-01
收录刊物:EI、CPCI-S、Scopus
页面范围:9367-9372
关键字:4WD vehicle; Trajectory tracking; Direct adaptive fuzzy control; Model predict control
摘要:This paper proposes a control scheme considering both vehicle velocity responses and trajectory tracking performance for four wheels drive (4WD) vehicles, subject to the actuator constraints, external disturbance and various physical limits. The presented hierarchical control architecture consists of the trajectory planning module based on model predictive control (MPC) technique and dynamics control module based on direct adaptive fuzzy control approach. The upper layer MPC-based planner is utilized to achieve arbitrary reference trajectory tracking for the 4WD vehicle given by earth-fixed frame, as well as meeting various physical limits. Meanwhile, direct adaptive fuzzy controller is employed to track desired velocity signals generated by the upper planning module in the lower layer, sequentially the global asymptotical convergence of fuzzy adaptive controller is strictly guaranteed in sense of stability theorem. Simulation results are performed to validate feasibility of the presented control scheme and effectiveness of the developed control approaches.