岳明

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

扫描关注

论文成果

当前位置: 中文主页 >> 科学研究 >> 论文成果

Trajectory Tracking Control for 4WD vehicles using MPC and Adaptive Fuzzy Control

点击次数:

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.