Shared steering control between a human and an automation designed for low curvature road

Q4 Engineering
A. Merah, K. Hartani
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引用次数: 2

Abstract

In order to facilitate driving and prevent accidents due to lane departure, this paper focuses on the development of an assistance device for lane keeping of a passenger electric vehicle. The goal is to develop a shared control mode based on the anticipation of risk and the prediction of the most probable actions of the driver. The paper is mainly articulated around two axes: the cybernetic modelling of the driver in his task of lateral control of the vehicle and the design of a shared steering control using a Driver-Vehicle-Road (DVR) model. Since many vehicle/road interaction factors (such as road adhesion, aerodynamic forces) and actuator dynamics are very poorly known, the proposed work addresses shared control resulting from applying the linear-quadratic control (LQR) synthesis to the global model (DVR). Innovative criteria were used for assessing the time to lane crossing, the level of sharing between the driver and lateral assistance, as well as their cooperative or conflicting behaviour. All simulation tests are carried out on a 5.8 km track that has several pretty tight radius turns (up to 150 m). The implementation of LQR controller has been made for a longitudinal speed set at 75 km/h. The LQR is sufficient to keep the vehicle under control on a road with low radius curvature. Preliminary simulation results in MATLAB/Simulink are presented to explain the concept.
人与自动驾驶系统之间的共享转向控制,专为低曲率道路设计
为了方便驾驶,防止车道偏离事故的发生,本文重点研究了乘用电动汽车车道保持辅助装置的研制。目标是开发一种基于对风险的预测和对驾驶员最可能行为的预测的共享控制模式。本文主要围绕两个轴进行阐述:驾驶员横向控制任务的控制论建模和使用驾驶员-车辆-道路(DVR)模型的共享转向控制设计。由于许多车辆/道路相互作用因素(如道路附着力、空气动力)和执行器动力学知之甚少,因此提出的工作涉及将线性二次控制(LQR)综合应用于全局模型(DVR)所产生的共享控制。创新的标准被用于评估穿越车道的时间,驾驶员和横向辅助之间的共享水平,以及他们的合作或冲突行为。所有的模拟测试都是在5.8公里的赛道上进行的,赛道上有几个非常小的半径转弯(高达150米)。LQR控制器的实现是在纵向速度设定为75公里/小时的情况下进行的。LQR足以使车辆在低半径曲率的道路上保持控制。给出了在MATLAB/Simulink中的初步仿真结果来解释这一概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Vehicle Safety
International Journal of Vehicle Safety Engineering-Automotive Engineering
CiteScore
0.30
自引率
0.00%
发文量
0
期刊介绍: The IJVS aims to provide a refereed and authoritative source of information in the field of vehicle safety design, research, and development. It serves applied scientists, engineers, policy makers and safety advocates with a platform to develop, promote, and coordinate the science, technology and practice of vehicle safety. IJVS also seeks to establish channels of communication between industry and academy, industry and government in the field of vehicle safety. IJVS is published quarterly. It covers the subjects of passive and active safety in road traffic as well as traffic related public health issues, from impact biomechanics to vehicle crashworthiness, and from crash avoidance to intelligent highway systems.
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