FPGA在ROS自动驾驶系统中的应用研究

Yasuhiro Nitta, Sou Tamura, Hideki Takase
{"title":"FPGA在ROS自动驾驶系统中的应用研究","authors":"Yasuhiro Nitta, Sou Tamura, Hideki Takase","doi":"10.1109/FPT.2018.00090","DOIUrl":null,"url":null,"abstract":"We are developing an autonomous driving robot using programmable SoC. The robot under development does not communicate with the external PC and performs all judgment and control on the board mounted on the robot. We aim to realize a built-in autonomous driving system with low power consumption and high performance by offloading high-load processing with the FPGA. At present, it is used only for acquiring camera images on the FPGA, but we are planning to do hardware implementation of the system constructed by software. In addition, we used ROS (Robot Operating System) to construct the robot's autonomous driving system, and the components to be developed are reusable. This document describes the detailed configuration and future prospect of the robot currently under development.","PeriodicalId":434541,"journal":{"name":"2018 International Conference on Field-Programmable Technology (FPT)","volume":"39 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":"{\"title\":\"A Study on Introducing FPGA to ROS Based Autonomous Driving System\",\"authors\":\"Yasuhiro Nitta, Sou Tamura, Hideki Takase\",\"doi\":\"10.1109/FPT.2018.00090\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We are developing an autonomous driving robot using programmable SoC. The robot under development does not communicate with the external PC and performs all judgment and control on the board mounted on the robot. We aim to realize a built-in autonomous driving system with low power consumption and high performance by offloading high-load processing with the FPGA. At present, it is used only for acquiring camera images on the FPGA, but we are planning to do hardware implementation of the system constructed by software. In addition, we used ROS (Robot Operating System) to construct the robot's autonomous driving system, and the components to be developed are reusable. This document describes the detailed configuration and future prospect of the robot currently under development.\",\"PeriodicalId\":434541,\"journal\":{\"name\":\"2018 International Conference on Field-Programmable Technology (FPT)\",\"volume\":\"39 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"15\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Field-Programmable Technology (FPT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FPT.2018.00090\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Field-Programmable Technology (FPT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPT.2018.00090","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15

摘要

我们正在开发使用可编程SoC的自动驾驶机器人。正在开发的机器人不与外部PC通信,所有的判断和控制都在安装在机器人上的电路板上完成。我们的目标是通过FPGA卸载高负载处理,实现低功耗和高性能的内置自动驾驶系统。目前,它仅用于FPGA上的摄像机图像采集,但我们计划对软件构建的系统进行硬件实现。此外,我们使用ROS (Robot Operating System)构建了机器人的自动驾驶系统,所要开发的组件是可重复使用的。本文档描述了目前正在开发的机器人的详细配置和未来展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Study on Introducing FPGA to ROS Based Autonomous Driving System
We are developing an autonomous driving robot using programmable SoC. The robot under development does not communicate with the external PC and performs all judgment and control on the board mounted on the robot. We aim to realize a built-in autonomous driving system with low power consumption and high performance by offloading high-load processing with the FPGA. At present, it is used only for acquiring camera images on the FPGA, but we are planning to do hardware implementation of the system constructed by software. In addition, we used ROS (Robot Operating System) to construct the robot's autonomous driving system, and the components to be developed are reusable. This document describes the detailed configuration and future prospect of the robot currently under development.
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