Driver-Automated Cooperation Driving Authority Optimization Framework for Shared Steering Control

被引:0
|
作者
Yan, Shuting [1 ,2 ]
Wei, Qingsong [3 ]
Xie, Xianyi [3 ]
Zhao, Dingxuan [1 ]
Liu, Xinyu [3 ]
机构
[1] Yanshan Univ, Sch Mech Engn, Qinhuangdao 066000, Peoples R China
[2] Yanshan Univ, Inst Sci & Technol, Qinhuangdao 066000, Peoples R China
[3] Yanshan Univ, Sch Vehicle & Energy, Qinhuangdao 066000, Peoples R China
关键词
driver-automated cooperation; driving authority; driver model; model predictive control; driving intention; shared steering control; AUTONOMOUS VEHICLES; CHALLENGES; DESIGN; SYSTEM;
D O I
10.3390/pr12112313
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this paper, we introduce the preview-follower theory for modeling the trajectory-tracking controller of an automated system using model predictive control (MPC). The primary contribution of this research lies in enhancing tracking accuracy and driving safety when the driver and automated system share similar driving intentions, while also enabling a rapid transfer of driving authority to the human driver in cases of differing intentions. To verify the effectiveness of the proposed driving authority optimization framework, both simulation and driver-in-the-loop experiments were conducted under conditions of consistent and inconsistent driving intentions between the human driver and the autonomous driving system. The results of both experiments demonstrated that the proposed shared steering cooperative control and driving authority optimization framework not only significantly improves vehicle tracking accuracy but also promptly aligns with the driver's intentions.
引用
收藏
页数:25
相关论文
共 50 条
  • [31] A Shared Control Design for Steering Assistance System Considering Driver Behaviors
    Lu, Yanbo
    Liang, Jinhao
    Yin, Guodong
    Xu, Liwei
    Wu, Jian
    Feng, Jiwei
    Wang, Faan
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 8 (01): : 900 - 911
  • [32] Maintaining driver attentiveness in shared-control autonomous driving
    Calinescu, Radu
    Alasmari, Naif
    Gleirscher, Mario
    2021 INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS 2021), 2021, : 90 - 96
  • [33] Robust Control for Shared Steering Control System Based on Authority Level Dynamic Allocation
    Li X.
    Wang Y.
    Su C.
    Gong X.
    Hung J.
    Liu X.
    Yuan X.
    Li H.
    Qiche Gongcheng/Automotive Engineering, 2022, 44 (11): : 1676 - 1688
  • [34] Improving Driver Performance and Experience in Assisted and Automated Driving With Visual Cues in the Steering Wheel
    Diederichs, Frederik
    Muthumani, Arun
    Feierle, Alexander
    Galle, Melanie
    Mathis, Lesley-Ann
    Bopp-Bertenbreiter, Valeria
    Widlroither, Harald
    Bengler, Klaus
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (05) : 4843 - 4852
  • [35] Noncooperative-Game-Theory-Based Driver-Automation Shared Steering Control Considering Driver Steering Behavior Characteristics
    Zhang, Junhui
    Guo, Xiaoman
    Fu, Zongjie
    Liu, Yuxi
    Ding, Yuxuan
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (17): : 28465 - 28479
  • [36] MPC-Based Haptic Shared Steering System: A Driver Modeling Approach for Symbiotic Driving
    Lazcano, Andrea Michelle Rios
    Niu, Tenghao
    Akutain, Xabier Carrera
    Cole, David
    Shyrokau, Barys
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 26 (03) : 1201 - 1211
  • [37] Model predictive control of steering torque in shared driving of autonomous vehicles
    Bao, Chunjiang
    Feng, Jiwei
    Wu, Jian
    Liu, Shifu
    Xu, Guangfei
    Xu, Haizhu
    SCIENCE PROGRESS, 2020, 103 (03)
  • [38] Shared steering control combined with driving intention for vehicle obstacle avoidance
    Li, Mingjun
    Song, Xiaolin
    Cao, Haotian
    Huang, Zhi
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2019, 233 (11) : 2791 - 2808
  • [39] Cooperative Shared Steering Control Based on Driver's Intent and Contextual Traffic
    Li, Huanghe
    Wu, Xiaodong
    Qiao, Bangjun
    IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2020, : 130 - 135
  • [40] Steering Driver Assistance System: A Systematic Cooperative Shared Control Design Approach
    Flad, Michael
    Otten, Jonas
    Schwab, Stefan
    Hohmann, Soeren
    2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2014, : 3585 - 3592