Path-following control of 4WIS/4WID autonomous vehicles considering vehicle stability based on phase plane

被引:0
|
作者
Sun, Yang [1 ,2 ,3 ]
Wang, Chao [1 ,2 ,3 ]
Wang, Haiyang [4 ]
Tian, Bin [5 ]
Ning, Haonan [1 ,2 ,3 ]
机构
[1] Hebei Univ Engn, Coll Mech & Equipment Engn, 19 Taiji Rd, Handan 056038, Peoples R China
[2] Key Lab Intelligent Ind Equipment Technol Hebei Pr, Handan, Peoples R China
[3] Handan Key Lab Intelligent Vehicles, Handan, Peoples R China
[4] Jizhong Energy Fengfeng Grp Co LTD, Handan, Hebei, Peoples R China
[5] Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
关键词
Autonomous vehicles; path following control; vehicle stability control; phase plane; TRAJECTORY TRACKING CONTROL; ELECTRIC VEHICLES; SIDESLIP ANGLE; GROUND VEHICLE;
D O I
10.1177/09544070241248030
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In order to ensure the following accuracy and improve the operational stability of four-wheel independent driving and four-wheel independent steering autonomous vehicles, this paper proposes a path-following control strategy based on the beta- beta <middle dot> phase plane. First, based on the kinematic relationship between the vehicle and the reference path, the linear matrix inequality theory is used to design the H infinity controller to obtain the wheel steering angle. Then, the vehicle steering system is subjected to nonlinear analysis according to phase plane theory, and a partition region controller is designed. In the unstable region, the instability degree of the vehicle is predicted by quadratic polynomial extrapolation and the particle swarm optimization PID controller is designed to determine the required yaw moment to restore the vehicle to the stable region. In the stable region, a fuzzy sliding mode controller is adopted to determine the required yaw moment so that the actual state variable of the vehicle follows the ideal state variable. Finally, the optimal tire force distributor is designed such that the required forces are allocated to all four wheels. The simulation results show that the proposed method can obtain excellent path-following performance and stability performance under different driving conditions.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Path-Following Control of Autonomous Vehicles Considering Coupling Effects and Multi-source System Uncertainties
    Yixiao Liang
    Yinong Li
    Yinghong Yu
    Zhida Zhang
    Ling Zheng
    Yue Ren
    [J]. Automotive Innovation, 2021, 4 : 284 - 300
  • [42] Path-following control of autonomous ground vehicles based on input convex neural networks
    Jiang, Kai
    Hu, Chuan
    Yan, Fengjun
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2022, 236 (13) : 2806 - 2816
  • [43] Path-following optimal control of autonomous underwater vehicle based on deep reinforcement learning
    Wang, Zhanyuan
    Li, Yulong
    Ma, Caipeng
    Yan, Xun
    Jiang, Dapeng
    [J]. OCEAN ENGINEERING, 2023, 268
  • [44] Path Tracking Control Strategy for 4WD/4WS Autonomous Vehicle with Considering Lateral Stability
    Xiang, Jingyan
    Zhou, Kui
    Fu, Yongzhi
    Xu, Yang
    Peng, Xufeng
    [J]. Computer Engineering and Applications, 2024, 60 (06) : 349 - 358
  • [45] Model predictive control system based on direct yaw moment control for 4WID self-steering agriculture vehicle
    Liu, Hui
    Yan, Shicheng
    Shen, Yue
    Li, Chiheng
    Zhang, Yafei
    Hussain, Fida
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2021, 14 (02) : 175 - 181
  • [46] Research on the Vehicle Stability for 4WID-EV Based on Electronic Differential Control
    Li, Xiang
    Zhang, Zheng
    Yin, Wei-Ping
    Xu, Song
    Chu, Guo-Lin
    Wang, Jun-Han
    [J]. INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND AUTOMATION (ICCEA 2014), 2014, : 95 - 101
  • [47] Motion Control of a 4WS4WD Path-Following Vehicle: Dynamics-Based Steering and Driving Models
    Zhang, Zhonghua
    Yang, Caijin
    Zhang, Weihua
    Xu, Yanhai
    Peng, Yiqiang
    Chi, Maoru
    [J]. SHOCK AND VIBRATION, 2021, 2021
  • [48] Simultaneous path following and lateral stability control of 4WD-4WS autonomous electric vehicles with actuator saturation
    Chen Te
    Chen Long
    Xu Xing
    Cai Yingfen
    Sun Xiaoqiang
    [J]. ADVANCES IN ENGINEERING SOFTWARE, 2019, 128 : 46 - 54
  • [49] THREE-DIMENSIONAL PATH-FOLLOWING CONTROL OF AN AUTONOMOUS UNDERWATER VEHICLE BASED ON DEEP REINFORCEMENT LEARNING
    Liang, Zhenyu
    Qu, Xingru
    Zhang, Zhao
    Chen, Cong
    [J]. POLISH MARITIME RESEARCH, 2022, 29 (04) : 36 - 44
  • [50] Coordination Control of Path Tracking and Stability for 4WS Autonomous Vehicle
    Wu, Haolun
    Li, Yushan
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON ELECTROMECHANICAL CONTROL TECHNOLOGY AND TRANSPORTATION (ICECTT 2020), 2020, : 343 - 348