转换驾驶场景框架用于测试自动驾驶系统

Keita Miura, Takuya Azumi
{"title":"转换驾驶场景框架用于测试自动驾驶系统","authors":"Keita Miura, Takuya Azumi","doi":"10.1109/EUC50751.2020.00015","DOIUrl":null,"url":null,"abstract":"This paper presents a converting driving scenarios to generate a format suitable for LGSVL simulator. Autonomous vehicles are developed worldwide. To reduce the test cost, virtual simulators are used in the automotive industry. However, the virtual simulators require simulation environments, such as roads, pedestrians, and vehicles. To set these parameters of many test cases is not efficient for developers. MATLAB/Simulink can create the scenarios graphically. Therefore, we proposed a framework to convert scenarios created with MATLAB/Simulink to a format suitable for LGSVL simulator which is an autonomous vehicle simulator. The converted scenarios can perform in LGSVL simulator like the scenarios defined with MATLAB/Simulink. Moreover, LGSVL simulator has cooperated with Autoware, which is an open-source self-driving system. This cooperation facilitates testing the self-driving systems. This framework can help developers create scenarios.","PeriodicalId":331605,"journal":{"name":"2020 IEEE 18th International Conference on Embedded and Ubiquitous Computing (EUC)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Converting Driving Scenario Framework for Testing Self-Driving Systems\",\"authors\":\"Keita Miura, Takuya Azumi\",\"doi\":\"10.1109/EUC50751.2020.00015\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a converting driving scenarios to generate a format suitable for LGSVL simulator. Autonomous vehicles are developed worldwide. To reduce the test cost, virtual simulators are used in the automotive industry. However, the virtual simulators require simulation environments, such as roads, pedestrians, and vehicles. To set these parameters of many test cases is not efficient for developers. MATLAB/Simulink can create the scenarios graphically. Therefore, we proposed a framework to convert scenarios created with MATLAB/Simulink to a format suitable for LGSVL simulator which is an autonomous vehicle simulator. The converted scenarios can perform in LGSVL simulator like the scenarios defined with MATLAB/Simulink. Moreover, LGSVL simulator has cooperated with Autoware, which is an open-source self-driving system. This cooperation facilitates testing the self-driving systems. This framework can help developers create scenarios.\",\"PeriodicalId\":331605,\"journal\":{\"name\":\"2020 IEEE 18th International Conference on Embedded and Ubiquitous Computing (EUC)\",\"volume\":\"50 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 18th International Conference on Embedded and Ubiquitous Computing (EUC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EUC50751.2020.00015\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 18th International Conference on Embedded and Ubiquitous Computing (EUC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EUC50751.2020.00015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本文提出了一种将驾驶场景转换成适合LGSVL模拟器的格式的方法。世界各地都在开发自动驾驶汽车。为了降低测试成本,虚拟模拟器被广泛应用于汽车行业。然而,虚拟模拟器需要仿真环境,如道路、行人和车辆。为许多测试用例设置这些参数对开发人员来说是没有效率的。MATLAB/Simulink可以图形化地创建场景。因此,我们提出了一个框架,将MATLAB/Simulink创建的场景转换为适合LGSVL模拟器的格式,LGSVL模拟器是一种自动驾驶汽车模拟器。转换后的场景可以像MATLAB/Simulink定义的场景一样在LGSVL模拟器中执行。此外,LGSVL模拟器与Autoware合作,Autoware是一个开源的自动驾驶系统。这种合作有助于测试自动驾驶系统。这个框架可以帮助开发人员创建场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Converting Driving Scenario Framework for Testing Self-Driving Systems
This paper presents a converting driving scenarios to generate a format suitable for LGSVL simulator. Autonomous vehicles are developed worldwide. To reduce the test cost, virtual simulators are used in the automotive industry. However, the virtual simulators require simulation environments, such as roads, pedestrians, and vehicles. To set these parameters of many test cases is not efficient for developers. MATLAB/Simulink can create the scenarios graphically. Therefore, we proposed a framework to convert scenarios created with MATLAB/Simulink to a format suitable for LGSVL simulator which is an autonomous vehicle simulator. The converted scenarios can perform in LGSVL simulator like the scenarios defined with MATLAB/Simulink. Moreover, LGSVL simulator has cooperated with Autoware, which is an open-source self-driving system. This cooperation facilitates testing the self-driving systems. This framework can help developers create scenarios.
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