Trajectory planning and tracking control for autonomous lane change maneuver based on the cooperative vehicle infrastructure system

被引:208
|
作者
You, Feng [1 ]
Zhang, Ronghui [2 ]
Lie, Guo [3 ]
Wang, Haiwei [1 ]
Wen, Huiyin [1 ]
Xu, Jianmin [1 ]
机构
[1] S China Univ Technol, Sch Civil Engn & Transportat, Guangzhou 510640, Guangdong, Peoples R China
[2] Chinese Acad Sci, Xinjiang Tech Inst Phys & Chem, Urumqi 830011, Xinjiang, Peoples R China
[3] Dalian Univ Technol, Sch Automot Engn, Dalian 116024, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Trajectory planning; Tracking control; Backstepping method; Advanced driver assistance systems; Intelligent vehicles; Cooperative vehicle infrastructure system; OPTIMIZATION;
D O I
10.1016/j.eswa.2015.03.022
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Lane change maneuver is one of the most conventional behaviors in driving. Unsafe lane change maneuvers are key factor for traffic accidents and traffic congestion. For drivers' safety, comfort and convenience, advanced driver assistance systems (ADAS) are presented. The main problem discussed in this paper is the development of an autonomous lane change system. The system can be extended applied in intelligent vehicles in future. It solves two crucial issues - trajectory planning and trajectory tracking. Polynomial method was adopted for describing the trajectory planning issue. Movement of a host vehicle was abstracted into time functions. Moreover, collision detection was mapped into a parameter space by adopting infinite dynamic circles. The second issue was described by backstepping principle. According to the Lyapunov function, a tracking controller with global convergence property was verified. Both the simulations and the experimental results demonstrate the feasibility and effectiveness of the designed method for autonomous lane change. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:5932 / 5946
页数:15
相关论文
共 50 条
  • [1] Trajectory Planning and Control for Lane-Change of Autonomous Vehicle
    Mehmooda, Adeel
    Liaquat, Muwahida
    Bhatti, Aamer Iqbal
    Rasool, Ehtsham
    CONFERENCE PROCEEDINGS OF 2019 5TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2019, : 331 - 335
  • [2] Trajectory Reference Generation and Guidance Control for Autonomous Vehicle Lane Change Maneuver
    Ammour, Manel
    Orjuela, Rodolfo
    Basset, Michel
    2020 28TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2020, : 13 - 18
  • [3] Dynamic trajectory planning and tracking control for lane change of intelligent vehicle based on trajectory preview
    Nie Z.-G.
    Wang W.-Q.
    Zhao W.-Q.
    Huang Z.
    Zong C.-F.
    Zhao, Wei-Qiang (zwqjlu@163.com), 1600, Chang'an University (20): : 147 - 160
  • [4] Lane Detection and Trajectory Tracking Control of Autonomous Vehicle Based on Model Predictive Control
    Jianjun Hu
    Songsong Xiong
    Junlin Zha
    Chunyun Fu
    International Journal of Automotive Technology, 2020, 21 : 285 - 295
  • [5] Lane Detection and Trajectory Tracking Control of Autonomous Vehicle Based on Model Predictive Control
    Hu, Jianjun
    Xiong, Songsong
    Zha, Junlin
    Fu, Chunyun
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2020, 21 (02) : 285 - 295
  • [6] A Novel Robust Lane Change Trajectory Planning Method for Autonomous Vehicle
    Zeng, Dequan
    Yu, Zhuoping
    Xiong, Lu
    Zhao, Junqiao
    Zhang, Peizhi
    Li, Zhiqiang
    Fu, Zhiqiang
    Yao, Jie
    Zhou, Yi
    2019 30TH IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV19), 2019, : 486 - 493
  • [7] Lane-Level Vehicle Trajectory Reckoning for Cooperative Vehicle-Infrastructure System
    Wang, Yinsong
    Yang, Xiaoguang
    Huang, Luoyi
    Wang, Jiawen
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2012, 2012
  • [8] Lane Changing Control of Autonomous Vehicle with Integrated Trajectory Planning Based on Stackelberg Game
    Wu, Dongmei
    Li, Zhen
    Du, Changqing
    Liu, Changsheng
    Li, Yang
    Xu, Xin
    IEEE Open Journal of Intelligent Transportation Systems, 2024, 5 : 810 - 825
  • [9] Trajectory planning and tracking of dynamic lane change for autonomous buses considering vehicle stability in dynamic traffic scenarios
    Nie, Zhigen
    Zhou, Yi
    Lian, Yufeng
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2024,
  • [10] Trajectory planning and tracking of dynamic lane change for autonomous buses considering vehicle stability in dynamic traffic scenarios
    Nie, Zhigen
    Zhou, Yi
    Lian, Yufeng
    Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 2024,