物理四旋翼飞行器与虚拟系统主动交互的辅助决策策略

Yuanlin Yang, Wei Meng
{"title":"物理四旋翼飞行器与虚拟系统主动交互的辅助决策策略","authors":"Yuanlin Yang, Wei Meng","doi":"10.1109/CACRE58689.2023.10208327","DOIUrl":null,"url":null,"abstract":"With the help of 5G network technology, the physical system (PS) can communicate with its virtual system (VS) in real-time. This high-speed communication is particularly advantageous for robots such as Quadrotors which operate over large distances. Digital twin (DT) technology concerns the relationship between PS and VS. In the VS, simulation technology allows states of virtual objects to be fully captured, and further input schemes can be designed to simulate additional states. Therefore, simulation results are utilized to enhance the decision-making capabilities of physical objects. In this paper, the VS serves as an online decision-making center, providing auxiliary decision-making services to physical objects taking into account of communication delays during the interaction process between PS and VS. Two types of experiments are conducted to test the proposed auxiliary decision-making strategy with VS participation. Using the Quadrotor as a physical object, two type experiments are conducted to verify the proposed strategy, including virtual simulation experiment and physical machine testing. The experimental results demonstrate that the Quadrotor in PS can successfully accomplish its mission under the guidance of the VS. Moreover, successful outdoor testing of the physical machine with 5G network has been conducted.","PeriodicalId":447007,"journal":{"name":"2023 8th International Conference on Automation, Control and Robotics Engineering (CACRE)","volume":"151 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Auxiliary Decision-Making Strategy for Physical Quadrotor by Actively Interacting with Virtual System\",\"authors\":\"Yuanlin Yang, Wei Meng\",\"doi\":\"10.1109/CACRE58689.2023.10208327\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the help of 5G network technology, the physical system (PS) can communicate with its virtual system (VS) in real-time. This high-speed communication is particularly advantageous for robots such as Quadrotors which operate over large distances. Digital twin (DT) technology concerns the relationship between PS and VS. In the VS, simulation technology allows states of virtual objects to be fully captured, and further input schemes can be designed to simulate additional states. Therefore, simulation results are utilized to enhance the decision-making capabilities of physical objects. In this paper, the VS serves as an online decision-making center, providing auxiliary decision-making services to physical objects taking into account of communication delays during the interaction process between PS and VS. Two types of experiments are conducted to test the proposed auxiliary decision-making strategy with VS participation. Using the Quadrotor as a physical object, two type experiments are conducted to verify the proposed strategy, including virtual simulation experiment and physical machine testing. The experimental results demonstrate that the Quadrotor in PS can successfully accomplish its mission under the guidance of the VS. Moreover, successful outdoor testing of the physical machine with 5G network has been conducted.\",\"PeriodicalId\":447007,\"journal\":{\"name\":\"2023 8th International Conference on Automation, Control and Robotics Engineering (CACRE)\",\"volume\":\"151 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 8th International Conference on Automation, Control and Robotics Engineering (CACRE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CACRE58689.2023.10208327\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 8th International Conference on Automation, Control and Robotics Engineering (CACRE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CACRE58689.2023.10208327","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在5G网络技术的帮助下,物理系统(PS)可以与其虚拟系统(VS)进行实时通信。这种高速通信对于像四旋翼飞行器这样远距离操作的机器人来说是特别有利的。数字孪生(DT)技术关注PS和VS之间的关系,在VS中,仿真技术允许完全捕获虚拟对象的状态,并且可以设计进一步的输入方案来模拟其他状态。因此,利用仿真结果来增强物理对象的决策能力。本文将虚拟现实作为在线决策中心,考虑到虚拟现实与虚拟现实交互过程中的通信延迟,为物理对象提供辅助决策服务。通过两类实验对虚拟现实参与下提出的辅助决策策略进行验证。以四旋翼飞行器为物理对象,进行了虚拟仿真实验和实体机测试两类实验来验证所提出的策略。实验结果表明,PS中的四旋翼飞行器在vs的引导下能够顺利完成任务,并成功进行了5G网络下的物理机户外测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Auxiliary Decision-Making Strategy for Physical Quadrotor by Actively Interacting with Virtual System
With the help of 5G network technology, the physical system (PS) can communicate with its virtual system (VS) in real-time. This high-speed communication is particularly advantageous for robots such as Quadrotors which operate over large distances. Digital twin (DT) technology concerns the relationship between PS and VS. In the VS, simulation technology allows states of virtual objects to be fully captured, and further input schemes can be designed to simulate additional states. Therefore, simulation results are utilized to enhance the decision-making capabilities of physical objects. In this paper, the VS serves as an online decision-making center, providing auxiliary decision-making services to physical objects taking into account of communication delays during the interaction process between PS and VS. Two types of experiments are conducted to test the proposed auxiliary decision-making strategy with VS participation. Using the Quadrotor as a physical object, two type experiments are conducted to verify the proposed strategy, including virtual simulation experiment and physical machine testing. The experimental results demonstrate that the Quadrotor in PS can successfully accomplish its mission under the guidance of the VS. Moreover, successful outdoor testing of the physical machine with 5G network has been conducted.
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