Lateral Shared Sliding Mode Control for Lane Keeping Assist System in Steer-by-Wire Vehicles: Theory and Experiments

被引:28
作者
Perozzi, Gabriele [1 ]
Rath, Jagat Jyoti [2 ]
Sentouh, Chouki [1 ]
Floris, Jerome [1 ]
Popieul, Jean-Christophe [1 ]
机构
[1] Univ Polytech Hauts Defrance, Dept Automat Control, LAMIH UMR CNRS 8201, F-59300 Valenciennes, France
[2] Inst Infrastruct Technol Res & Management, Dept Mech & Aerosp Engn, Ahmadabad 380026, Gujarat, India
来源
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES | 2023年 / 8卷 / 04期
关键词
Vehicles; Task analysis; Vehicle dynamics; Roads; Computer architecture; Computational modeling; Wheels; Sliding mode control; automotive control; co-operative control; lane keeping assist system; OBSTACLE AVOIDANCE; STRATEGY; COOPERATION; AUTOMATION; DRIVER;
D O I
10.1109/TIV.2021.3097352
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The lane-keeping assistance design for steer-by-wire road vehicles is a multi-objective control problem that addresses lane tracking, improvement of driver comfort and ensuring vehicle stability. The designed architecture must be sensitive to various driver behaviors, provide assistance to drivers whenever required and ensure a smooth transition of authority between manual and automated driving modes. In this work, we propose a novel shared lane-keeping controller-based on quasi-continuous high-order sliding mode control dealing with the above challenges. The parameters of the controller are characterized by an upper bound estimate of the lateral wind's force and the road curvature which acts as disturbances. Using the sharing parameter dependent on the monitored driver attribute, the authority is smoothly transitioned between various modes while accounting for driver behaviors. Experimental results on the SHERPA vehicle simulator shows the real-time implementation feasibility. Extensive results and discussions are provided to demonstrate the effectiveness and the applicability of the proposed controller.
引用
收藏
页码:3073 / 3082
页数:10
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