A new shared control for lane keeping and road departure prevention

被引:64
|
作者
Merah, Abdelkader [1 ]
Hartani, Kada [1 ]
Draou, Azeddine [2 ]
机构
[1] Univ Tahar Moulay Saida, Electrotech Engn Lab, Saida, Algeria
[2] Hail Univ, Dept Elect Engn, Hail, Saudi Arabia
关键词
Lane keeping system; shared control; fuzzy sliding mode control; electric vehicle lateral control; FUZZY; ASSISTANCE; FEEDBACK; DESIGN; TASK;
D O I
10.1080/00423114.2015.1115882
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In recent years, the driver's active assistances have become important features in commercialised vehicles. In this paper, we present one of these features which consists of an advanced driver assistance system for lane keeping. A thorough analysis of its performance and stability with respect to variations in driver behaviour will be given. Firstly, the lateral control model based on visual preview is established and the kinematics model based on visual preview, including speed and other factors, is used to calculate the lateral error and direction error. Secondly, and according to the characteristics of the lateral control, an efficient strategy of intelligent electric vehicle lateral mode is proposed. The integration of the vehicle current lateral error and direction error is chosen as the parameter of the sliding mode switching function to design the sliding surface. The control variables are adjusted according to the fuzzy control rules to ensure that they meet the existence and reaching condition. A new fuzzy logic-based switching strategy with an efficient control law is also proposed to ensure a level of continuous and variable sharing according to the state of the driver and the vehicle positioning on the roadway. The proposed control law acts either at the centre of the lane, as a lane keeping assistance system to reduce the driver's workload for long trips, or as a lane departure avoidance system that intervenes for unintended lane departures. Simulation results are included in this paper to explain this concept.
引用
收藏
页码:86 / 101
页数:16
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