A Stabilizing Controller for the Modified Optimal Velocity Model

被引:0
|
作者
Manjunath, Sreelakshmi [1 ]
Kamath, Gopal Krishna [2 ]
机构
[1] Washington Univ, Dept Elect & Syst Engn, St Louis, MO 63110 USA
[2] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77843 USA
来源
IFAC PAPERSONLINE | 2019年 / 52卷 / 18期
关键词
Car-following models; Time delay; Delay discretization; Stabilizing controller; AUTOMATED VEHICLE DESIGN; DYNAMICS;
D O I
10.1016/j.ifacol.2019.12.197
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We address the issue of assisting a human driver in maintaining safety for a highway-like scenario. To that end, we consider a human-driven vehicle following a lead vehicle on a straight road. We model the response of the human driver using a recently-proposed non-linear time-delayed car-following model called the Modified Optimal Velocity Model (MOVM). Our study is motivated by the MOVM's loss of local stability via a Hopf bifurcation for increased reaction delays of the driver, which may manifest as collisions. For analytical tractability, we first approximate the MOVM by applying a semi-discretization method on the driver's reaction delay. Next, using this approximation, we propose a stabilizing output-feedback controller that does not require specifics of (i) the system non-linearity that models driver behavior, and (ii) the driver's reaction delay. Lastly, we numerically verify the stabilizing effect of the proposed controller on the MOVM. The proposed controller is shown to ensure system stability for increased reaction delays. Thus, such a controller may prove useful in aiding a human driver ensure safety. Copyright (C) 2019. The Authors. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 6
页数:6
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