GPS-RFID自动驾驶车辆定位技术综述与设计

Muhammad Khosyi'in, S. Prasetyowati, Z. Nawawi, B. Suprapto
{"title":"GPS-RFID自动驾驶车辆定位技术综述与设计","authors":"Muhammad Khosyi'in, S. Prasetyowati, Z. Nawawi, B. Suprapto","doi":"10.1145/3362752.3362766","DOIUrl":null,"url":null,"abstract":"This paper discusses an alternative solution to the problem of autonomous vehicle navigation systems on the choice of technology in positioning the vehicle at a low cost but carries a high level of risk. The idea of using sonar and GPS in the navigation system can be an option, but the use of sonar is constrained by crosstalk problems between one sonar sensor and other sonar sensors. The use of Light Detection and Ranging (LIDARs) is also constrained by the high costs and stereo vision in LIDARs requiring powerful specific hardware to process camera information. Research studies on navigation systems using GPS-RFID based localization for visually impaired people become an inspiration for the idea of developing autonomous vehicle navigation using RFID-GPS fusion technology. The idea frame is to install RFID tags on the roadside that contain information on the location of routes to be taken by autonomous vehicles, reading RFID tags by Reader RFID with combined GPS module reading data will result in a more accurate location and is believed to be a reference for autonomous vehicle navigation systems. The initial results of several research studies on RFID testing for localization combined with GPS modules indicate that this idea is feasible.","PeriodicalId":430178,"journal":{"name":"Proceedings of the 2019 2nd International Conference on Electronics and Electrical Engineering Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Review and Design of GPS-RFID Localization for Autonomous Vehicle Navigation\",\"authors\":\"Muhammad Khosyi'in, S. Prasetyowati, Z. Nawawi, B. Suprapto\",\"doi\":\"10.1145/3362752.3362766\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper discusses an alternative solution to the problem of autonomous vehicle navigation systems on the choice of technology in positioning the vehicle at a low cost but carries a high level of risk. The idea of using sonar and GPS in the navigation system can be an option, but the use of sonar is constrained by crosstalk problems between one sonar sensor and other sonar sensors. The use of Light Detection and Ranging (LIDARs) is also constrained by the high costs and stereo vision in LIDARs requiring powerful specific hardware to process camera information. Research studies on navigation systems using GPS-RFID based localization for visually impaired people become an inspiration for the idea of developing autonomous vehicle navigation using RFID-GPS fusion technology. The idea frame is to install RFID tags on the roadside that contain information on the location of routes to be taken by autonomous vehicles, reading RFID tags by Reader RFID with combined GPS module reading data will result in a more accurate location and is believed to be a reference for autonomous vehicle navigation systems. The initial results of several research studies on RFID testing for localization combined with GPS modules indicate that this idea is feasible.\",\"PeriodicalId\":430178,\"journal\":{\"name\":\"Proceedings of the 2019 2nd International Conference on Electronics and Electrical Engineering Technology\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2019 2nd International Conference on Electronics and Electrical Engineering Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3362752.3362766\",\"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 of the 2019 2nd International Conference on Electronics and Electrical Engineering Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3362752.3362766","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

本文讨论了自动驾驶汽车导航系统在低成本但风险高的情况下定位车辆的技术选择问题的替代解决方案。在导航系统中使用声纳和GPS的想法可以是一种选择,但是声纳的使用受到一个声纳传感器和其他声纳传感器之间的串扰问题的限制。光探测和测距(lidar)的使用也受到激光雷达的高成本和立体视觉的限制,激光雷达需要强大的特定硬件来处理相机信息。对基于GPS-RFID的视障人士定位导航系统的研究为利用RFID-GPS融合技术开发自动驾驶汽车导航提供了灵感。其构想是在路边安装包含自动驾驶车辆行驶路线位置信息的RFID标签,通过结合GPS模块读取数据的RFID阅读器读取RFID标签,可以更准确地定位,可以作为自动驾驶车辆导航系统的参考。结合GPS模块进行RFID定位测试的初步研究结果表明,这一想法是可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Review and Design of GPS-RFID Localization for Autonomous Vehicle Navigation
This paper discusses an alternative solution to the problem of autonomous vehicle navigation systems on the choice of technology in positioning the vehicle at a low cost but carries a high level of risk. The idea of using sonar and GPS in the navigation system can be an option, but the use of sonar is constrained by crosstalk problems between one sonar sensor and other sonar sensors. The use of Light Detection and Ranging (LIDARs) is also constrained by the high costs and stereo vision in LIDARs requiring powerful specific hardware to process camera information. Research studies on navigation systems using GPS-RFID based localization for visually impaired people become an inspiration for the idea of developing autonomous vehicle navigation using RFID-GPS fusion technology. The idea frame is to install RFID tags on the roadside that contain information on the location of routes to be taken by autonomous vehicles, reading RFID tags by Reader RFID with combined GPS module reading data will result in a more accurate location and is believed to be a reference for autonomous vehicle navigation systems. The initial results of several research studies on RFID testing for localization combined with GPS modules indicate that this idea is feasible.
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