OTMS: A Novel Radar-Based Mapping System for Automotive Applications

J. Bode, Arslan Munir
{"title":"OTMS: A Novel Radar-Based Mapping System for Automotive Applications","authors":"J. Bode, Arslan Munir","doi":"10.1109/CCNC46108.2020.9045231","DOIUrl":null,"url":null,"abstract":"Current automotive radar systems are designed to detect objects within an area around the vehicle and provide alerts or other driving assistance features to the driver. The main goal of these driving assistance systems is to increase safety of not only the driver but also increase safety for pedestrians on and around roadways. In this paper, we propose an on-board terrain mapping system (OTMS), which is an automotive radar-based system that extends the automotive safety goals to include mapping and vehicle-to-everything (V2X) communication. The proposed system utilizes a 94 GHz 3-dimensional (3D) pulsed radar to sense the environment around the vehicle and create a 3D model of the environment that can be sampled into a global database for mapping purposes. Objects are also detected and tracked within the model and can be used to provide assistive driving to the user even in adverse weather conditions. The model generated by the system can then be stored locally on the automobile or transmitted to other vehicles or infrastructure for use in mapping, navigation, and/or safety applications. The results validate that the OTMS is a valid system for providing safety and mapping functions for advanced driver assistance systems (ADAS).","PeriodicalId":443862,"journal":{"name":"2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC)","volume":"386 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCNC46108.2020.9045231","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Current automotive radar systems are designed to detect objects within an area around the vehicle and provide alerts or other driving assistance features to the driver. The main goal of these driving assistance systems is to increase safety of not only the driver but also increase safety for pedestrians on and around roadways. In this paper, we propose an on-board terrain mapping system (OTMS), which is an automotive radar-based system that extends the automotive safety goals to include mapping and vehicle-to-everything (V2X) communication. The proposed system utilizes a 94 GHz 3-dimensional (3D) pulsed radar to sense the environment around the vehicle and create a 3D model of the environment that can be sampled into a global database for mapping purposes. Objects are also detected and tracked within the model and can be used to provide assistive driving to the user even in adverse weather conditions. The model generated by the system can then be stored locally on the automobile or transmitted to other vehicles or infrastructure for use in mapping, navigation, and/or safety applications. The results validate that the OTMS is a valid system for providing safety and mapping functions for advanced driver assistance systems (ADAS).
OTMS:一种新型的基于雷达的汽车测绘系统
当前的汽车雷达系统旨在探测车辆周围区域内的物体,并向驾驶员提供警报或其他驾驶辅助功能。这些驾驶辅助系统的主要目标不仅是提高驾驶员的安全,还包括提高道路上和周围行人的安全。在本文中,我们提出了一种车载地形测绘系统(OTMS),这是一种基于汽车雷达的系统,它将汽车安全目标扩展到包括测绘和车联网(V2X)通信。该系统利用一个94 GHz的三维(3D)脉冲雷达来感知车辆周围的环境,并创建一个环境的3D模型,该模型可以被采样到一个全球数据库中,用于绘制地图。在模型中也可以检测和跟踪物体,即使在恶劣的天气条件下,也可以用来为用户提供辅助驾驶。然后,系统生成的模型可以本地存储在汽车上,或传输到其他车辆或基础设施中,用于地图、导航和/或安全应用程序。结果验证了OTMS是为高级驾驶员辅助系统(ADAS)提供安全和地图功能的有效系统。
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:481959085
Book学术官方微信