基于预测控制理论的自动驾驶算法

Jie Liu, Hai Lan
{"title":"基于预测控制理论的自动驾驶算法","authors":"Jie Liu, Hai Lan","doi":"10.1109/ICMLC.2002.1167481","DOIUrl":null,"url":null,"abstract":"In an intelligent transportation system (ITS), automatic drive is a popular topic. This paper describes an algorithm using the predictive control theory based on a vehicle systematic dynamical model described by Hatwal et al. Under our simulation environment, only one automatic car runs on the virtual roads. The car can change its velocity and other parameters to satisfy the need of safe automatic drive while driving according to the circumstance of the fore road. The simulating results show that this algorithm was effective and the status of the moving car was acceptable.","PeriodicalId":90702,"journal":{"name":"Proceedings. International Conference on Machine Learning and Cybernetics","volume":"1 5 1","pages":"1601-1604 vol.3"},"PeriodicalIF":0.0000,"publicationDate":"2002-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"An algorithm using predictive control theory for automatic drive\",\"authors\":\"Jie Liu, Hai Lan\",\"doi\":\"10.1109/ICMLC.2002.1167481\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In an intelligent transportation system (ITS), automatic drive is a popular topic. This paper describes an algorithm using the predictive control theory based on a vehicle systematic dynamical model described by Hatwal et al. Under our simulation environment, only one automatic car runs on the virtual roads. The car can change its velocity and other parameters to satisfy the need of safe automatic drive while driving according to the circumstance of the fore road. The simulating results show that this algorithm was effective and the status of the moving car was acceptable.\",\"PeriodicalId\":90702,\"journal\":{\"name\":\"Proceedings. International Conference on Machine Learning and Cybernetics\",\"volume\":\"1 5 1\",\"pages\":\"1601-1604 vol.3\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2002-11-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings. International Conference on Machine Learning and Cybernetics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMLC.2002.1167481\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. International Conference on Machine Learning and Cybernetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLC.2002.1167481","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

在智能交通系统(ITS)中,自动驾驶是一个热门话题。本文介绍了一种基于Hatwal等人提出的车辆系统动力学模型的预测控制算法。在我们的仿真环境下,只有一辆自动驾驶汽车在虚拟道路上行驶。汽车在行驶过程中可以根据前方道路的情况改变车速等参数,以满足安全自动驾驶的需要。仿真结果表明,该算法是有效的,运动车辆的状态是可以接受的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algorithm using predictive control theory for automatic drive
In an intelligent transportation system (ITS), automatic drive is a popular topic. This paper describes an algorithm using the predictive control theory based on a vehicle systematic dynamical model described by Hatwal et al. Under our simulation environment, only one automatic car runs on the virtual roads. The car can change its velocity and other parameters to satisfy the need of safe automatic drive while driving according to the circumstance of the fore road. The simulating results show that this algorithm was effective and the status of the moving car was acceptable.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信