An optimal path controller minimizing longitudinal and lateral deviations after light collisions

Derong Yang, T. Gordon, B. Jacobson, M. Jonasson
{"title":"An optimal path controller minimizing longitudinal and lateral deviations after light collisions","authors":"Derong Yang, T. Gordon, B. Jacobson, M. Jonasson","doi":"10.1109/ITSC.2013.6728346","DOIUrl":null,"url":null,"abstract":"This paper considers the problem of path control for a road vehicle immediately after it is disturbed by an initial light collision. Assuming that the driver cannot adequately control the vehicle during such an event, active chassis controls such as front steering and friction brakes are applied to minimize the risk and/or severity of a secondary impact, e.g. with roadside objects. Statistics have shown that traffic accidents where a vehicle suffers more than one collision comprise about 25% of all passenger car accidents. In this paper, the crash risk for secondary collisions is formulated via a cost function and an optimal controller is developed. The cost function may penalize both longitudinal and lateral deviations from the point of initial impact, and is assumed here to be a time-integrated quadratic function of position. For closed-loop implementation this is further approximated using a simple terminal velocity cost, the direction of which represents predicted locations of maximum risk/harm. A six-state quasi-linear path controller is developed using nonlinear optimal control theory. Example cases are presented, verifying approximate equivalency between cost functions and satisfactory control performance compared with independent open-loop numerical optimizations.","PeriodicalId":275768,"journal":{"name":"16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)","volume":"194 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITSC.2013.6728346","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

This paper considers the problem of path control for a road vehicle immediately after it is disturbed by an initial light collision. Assuming that the driver cannot adequately control the vehicle during such an event, active chassis controls such as front steering and friction brakes are applied to minimize the risk and/or severity of a secondary impact, e.g. with roadside objects. Statistics have shown that traffic accidents where a vehicle suffers more than one collision comprise about 25% of all passenger car accidents. In this paper, the crash risk for secondary collisions is formulated via a cost function and an optimal controller is developed. The cost function may penalize both longitudinal and lateral deviations from the point of initial impact, and is assumed here to be a time-integrated quadratic function of position. For closed-loop implementation this is further approximated using a simple terminal velocity cost, the direction of which represents predicted locations of maximum risk/harm. A six-state quasi-linear path controller is developed using nonlinear optimal control theory. Example cases are presented, verifying approximate equivalency between cost functions and satisfactory control performance compared with independent open-loop numerical optimizations.
一个最优路径控制器,使轻碰撞后的纵向和横向偏差最小化
本文研究了道路车辆受到初始轻微碰撞干扰后的路径控制问题。假设驾驶员在这种情况下无法充分控制车辆,则采用主动底盘控制,如前转向和摩擦刹车,以尽量减少二次碰撞的风险和/或严重程度,例如与路边物体碰撞。统计数据表明,车辆发生一次以上碰撞的交通事故约占所有乘用车事故的25%。本文用代价函数来表示二次碰撞的碰撞风险,并建立了最优控制器。成本函数可以补偿从初始撞击点的纵向和横向偏差,这里假设它是位置的时间积分二次函数。对于闭环实现,可以使用简单的终端速度成本进一步近似,其方向表示最大风险/伤害的预测位置。利用非线性最优控制理论,设计了一种六状态准线性路径控制器。通过算例验证了成本函数与独立开环数值优化方法的近似等价性和满意的控制性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信