车队领导-随从系统:基于计算机视觉的实验设计

Yaqin Wang, M. Stanković, Anthony H. Smith, E. Matson
{"title":"车队领导-随从系统:基于计算机视觉的实验设计","authors":"Yaqin Wang, M. Stanković, Anthony H. Smith, E. Matson","doi":"10.1109/SAS51076.2021.9530146","DOIUrl":null,"url":null,"abstract":"Many modern-day technologies rely on Global Positioning System (GPS) for navigation and location services. Although, in some instances GPS it is not always the most preferred method especially in places where the coverage is lacking, and where privacy is a concern. In the last few years, alternative technologies to GPS systems have been developed and are available not only to enterprises but to consumers as well. This paper presents an idea on how a convoy of vehicles can establish and maintain a leader-follower connection between themselves by utilizing Computer Vision Technology and Received Signal Strength Indicator (RSSI) via wireless low-power networks. The proposed system is to consists of three vehicles, a leader vehicle being controlled by an operator via Bluetooth, and two follower vehicles equipped with DFRobots' Romero V2, BLE Boards, and XBee modules for RSSI navigation. The computer vision system will utilize ZED Stereo Camera for image processing and the Robotic Operating System (ROS). The system will be independent of GPS allowing the operation in environments where GPS is unavailable or unpermitted. The proposed system can be utilized in surveillance missions, rescue missions, and it can serve as a backup to other leader-follower systems.","PeriodicalId":224327,"journal":{"name":"2021 IEEE Sensors Applications Symposium (SAS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Leader-Follower System in Convoys:: An Experimental Design Focusing on Computer Vision\",\"authors\":\"Yaqin Wang, M. Stanković, Anthony H. Smith, E. Matson\",\"doi\":\"10.1109/SAS51076.2021.9530146\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many modern-day technologies rely on Global Positioning System (GPS) for navigation and location services. Although, in some instances GPS it is not always the most preferred method especially in places where the coverage is lacking, and where privacy is a concern. In the last few years, alternative technologies to GPS systems have been developed and are available not only to enterprises but to consumers as well. This paper presents an idea on how a convoy of vehicles can establish and maintain a leader-follower connection between themselves by utilizing Computer Vision Technology and Received Signal Strength Indicator (RSSI) via wireless low-power networks. The proposed system is to consists of three vehicles, a leader vehicle being controlled by an operator via Bluetooth, and two follower vehicles equipped with DFRobots' Romero V2, BLE Boards, and XBee modules for RSSI navigation. The computer vision system will utilize ZED Stereo Camera for image processing and the Robotic Operating System (ROS). The system will be independent of GPS allowing the operation in environments where GPS is unavailable or unpermitted. The proposed system can be utilized in surveillance missions, rescue missions, and it can serve as a backup to other leader-follower systems.\",\"PeriodicalId\":224327,\"journal\":{\"name\":\"2021 IEEE Sensors Applications Symposium (SAS)\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE Sensors Applications Symposium (SAS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SAS51076.2021.9530146\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Sensors Applications Symposium (SAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SAS51076.2021.9530146","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

许多现代技术依靠全球定位系统(GPS)进行导航和定位服务。虽然,在某些情况下,GPS并不总是最受欢迎的方法,特别是在覆盖范围不足的地方,以及隐私问题。在过去的几年里,GPS系统的替代技术已经被开发出来,不仅可供企业使用,而且也可供消费者使用。本文介绍了车队如何通过无线低功耗网络利用计算机视觉技术和接收信号强度指示器(RSSI)建立和保持彼此之间的领导-追随者连接的想法。该系统由三辆车组成,一辆由操作员通过蓝牙控制的领头车,以及两辆配备DFRobots Romero V2、BLE板和用于RSSI导航的XBee模块的跟随车。计算机视觉系统将利用ZED立体相机进行图像处理和机器人操作系统(ROS)。该系统将独立于GPS,允许在GPS不可用或不允许的环境中运行。该系统可用于监视任务、救援任务,并可作为其他领导-跟随系统的后备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leader-Follower System in Convoys:: An Experimental Design Focusing on Computer Vision
Many modern-day technologies rely on Global Positioning System (GPS) for navigation and location services. Although, in some instances GPS it is not always the most preferred method especially in places where the coverage is lacking, and where privacy is a concern. In the last few years, alternative technologies to GPS systems have been developed and are available not only to enterprises but to consumers as well. This paper presents an idea on how a convoy of vehicles can establish and maintain a leader-follower connection between themselves by utilizing Computer Vision Technology and Received Signal Strength Indicator (RSSI) via wireless low-power networks. The proposed system is to consists of three vehicles, a leader vehicle being controlled by an operator via Bluetooth, and two follower vehicles equipped with DFRobots' Romero V2, BLE Boards, and XBee modules for RSSI navigation. The computer vision system will utilize ZED Stereo Camera for image processing and the Robotic Operating System (ROS). The system will be independent of GPS allowing the operation in environments where GPS is unavailable or unpermitted. The proposed system can be utilized in surveillance missions, rescue missions, and it can serve as a backup to other leader-follower systems.
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