基于无人机的物联网数据采集延迟敏感轨迹设计

Pengfei Wu, Chao Sha, Haiping Huang, Haiyan Wang
{"title":"基于无人机的物联网数据采集延迟敏感轨迹设计","authors":"Pengfei Wu, Chao Sha, Haiping Huang, Haiyan Wang","doi":"10.1145/3393527.3393541","DOIUrl":null,"url":null,"abstract":"In this paper, we consider a data collection problem using an unmanned aerial vehicle (UAV) where the Internet of Things (IoT) is damaged. Different from the previous work, this paper is concerned with the communication delay of collected information for that the outdated data would delay the optical time to save lives and property. We study the delay-sensitive trajectory design problem in the damaged IoT networks, where the UAV is dispatched to collect data from the ground IoT devices. The communication delay of collected information refers to the interval between the times-tamps that the UAV arrives at the ground IoT device and returns to the base station. We formulate the delay-sensitive trajectory design problem as the symmetrical traveling salesman problem and prove it to be NP-hard. A Heuristic Algorithm (HA) is proposed to find the optimal delay-sensitive trajectory. Simulation results validate the effectiveness of the proposed algorithm and show how the maximum and average communication delays are affected by the network size.","PeriodicalId":364264,"journal":{"name":"Proceedings of the ACM Turing Celebration Conference - China","volume":"107 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Delay-sensitive Trajectory Designing for UAV-enabled Data Collection in Internet of Things\",\"authors\":\"Pengfei Wu, Chao Sha, Haiping Huang, Haiyan Wang\",\"doi\":\"10.1145/3393527.3393541\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we consider a data collection problem using an unmanned aerial vehicle (UAV) where the Internet of Things (IoT) is damaged. Different from the previous work, this paper is concerned with the communication delay of collected information for that the outdated data would delay the optical time to save lives and property. We study the delay-sensitive trajectory design problem in the damaged IoT networks, where the UAV is dispatched to collect data from the ground IoT devices. The communication delay of collected information refers to the interval between the times-tamps that the UAV arrives at the ground IoT device and returns to the base station. We formulate the delay-sensitive trajectory design problem as the symmetrical traveling salesman problem and prove it to be NP-hard. A Heuristic Algorithm (HA) is proposed to find the optimal delay-sensitive trajectory. Simulation results validate the effectiveness of the proposed algorithm and show how the maximum and average communication delays are affected by the network size.\",\"PeriodicalId\":364264,\"journal\":{\"name\":\"Proceedings of the ACM Turing Celebration Conference - China\",\"volume\":\"107 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-05-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the ACM Turing Celebration Conference - China\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3393527.3393541\",\"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 ACM Turing Celebration Conference - China","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3393527.3393541","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

在本文中,我们考虑了使用物联网(IoT)损坏的无人驾驶飞行器(UAV)的数据收集问题。与以往的工作不同,本文关注的是采集信息的通信延迟,因为过时的数据会延迟光时间,从而挽救生命和财产。我们研究了受损物联网网络中的延迟敏感轨迹设计问题,其中派遣无人机从地面物联网设备收集数据。采集信息的通信延迟是指无人机到达地面物联网设备和返回基站的时间戳之间的间隔。我们将延迟敏感轨迹设计问题化为对称旅行商问题,并证明了它是np困难的。提出了一种寻找最优延迟敏感轨迹的启发式算法(HA)。仿真结果验证了所提算法的有效性,并显示了网络大小对最大和平均通信延迟的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Delay-sensitive Trajectory Designing for UAV-enabled Data Collection in Internet of Things
In this paper, we consider a data collection problem using an unmanned aerial vehicle (UAV) where the Internet of Things (IoT) is damaged. Different from the previous work, this paper is concerned with the communication delay of collected information for that the outdated data would delay the optical time to save lives and property. We study the delay-sensitive trajectory design problem in the damaged IoT networks, where the UAV is dispatched to collect data from the ground IoT devices. The communication delay of collected information refers to the interval between the times-tamps that the UAV arrives at the ground IoT device and returns to the base station. We formulate the delay-sensitive trajectory design problem as the symmetrical traveling salesman problem and prove it to be NP-hard. A Heuristic Algorithm (HA) is proposed to find the optimal delay-sensitive trajectory. Simulation results validate the effectiveness of the proposed algorithm and show how the maximum and average communication delays are affected by the network size.
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