超越年龄:状态更新系统时效性保障的信息紧迫性

Xi Zheng, Sheng Zhou, Z. Niu
{"title":"超越年龄:状态更新系统时效性保障的信息紧迫性","authors":"Xi Zheng, Sheng Zhou, Z. Niu","doi":"10.1109/6GSUMMIT49458.2020.9083812","DOIUrl":null,"url":null,"abstract":"Timely status updating is crucial for future applications that involve remote monitoring and control, such as autonomous driving and Industrial Internet of Things (IIoT). Age of Information (AoI) has been proposed to measure the freshness of status updates. However, it is incapable of capturing critical systematic context information that indicates the time-varying importance of status information, and the dynamic evolution of status. In this paper, we propose a context-based metric, namely the Urgency of Information (UoI), to evaluate the timeliness of status updates. Compared to AoI, the new metric incorporates both time-varying context information and dynamic status evolution, which enables the analysis on context-based adaptive status update schemes, as well as more effective remote monitoring and control. The minimization of average UoI for a status update terminal with an updating frequency constraint is investigated, and an update-index-based adaptive scheme is proposed. Simulation results show that the proposed scheme achieves a near-optimal performance with a low computational complexity.","PeriodicalId":385212,"journal":{"name":"2020 2nd 6G Wireless Summit (6G SUMMIT)","volume":" 7","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":"{\"title\":\"Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems\",\"authors\":\"Xi Zheng, Sheng Zhou, Z. Niu\",\"doi\":\"10.1109/6GSUMMIT49458.2020.9083812\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Timely status updating is crucial for future applications that involve remote monitoring and control, such as autonomous driving and Industrial Internet of Things (IIoT). Age of Information (AoI) has been proposed to measure the freshness of status updates. However, it is incapable of capturing critical systematic context information that indicates the time-varying importance of status information, and the dynamic evolution of status. In this paper, we propose a context-based metric, namely the Urgency of Information (UoI), to evaluate the timeliness of status updates. Compared to AoI, the new metric incorporates both time-varying context information and dynamic status evolution, which enables the analysis on context-based adaptive status update schemes, as well as more effective remote monitoring and control. The minimization of average UoI for a status update terminal with an updating frequency constraint is investigated, and an update-index-based adaptive scheme is proposed. Simulation results show that the proposed scheme achieves a near-optimal performance with a low computational complexity.\",\"PeriodicalId\":385212,\"journal\":{\"name\":\"2020 2nd 6G Wireless Summit (6G SUMMIT)\",\"volume\":\" 7\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 2nd 6G Wireless Summit (6G SUMMIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/6GSUMMIT49458.2020.9083812\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 2nd 6G Wireless Summit (6G SUMMIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/6GSUMMIT49458.2020.9083812","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

摘要

及时更新状态对于涉及远程监控的未来应用至关重要,例如自动驾驶和工业物联网(IIoT)。信息时代(Age of Information, AoI)被用来衡量状态更新的新鲜度。然而,它无法捕获关键的系统上下文信息,这些信息表明状态信息的重要性随时间变化,以及状态的动态演变。在本文中,我们提出了一个基于上下文的度量,即信息紧迫性(UoI),以评估状态更新的时效性。与AoI相比,新度量结合了时变上下文信息和动态状态演变,能够分析基于上下文的自适应状态更新方案,以及更有效的远程监测和控制。研究了具有更新频率约束的状态更新终端平均ui的最小化问题,提出了一种基于更新索引的自适应方案。仿真结果表明,该方案在较低的计算复杂度下获得了接近最优的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems
Timely status updating is crucial for future applications that involve remote monitoring and control, such as autonomous driving and Industrial Internet of Things (IIoT). Age of Information (AoI) has been proposed to measure the freshness of status updates. However, it is incapable of capturing critical systematic context information that indicates the time-varying importance of status information, and the dynamic evolution of status. In this paper, we propose a context-based metric, namely the Urgency of Information (UoI), to evaluate the timeliness of status updates. Compared to AoI, the new metric incorporates both time-varying context information and dynamic status evolution, which enables the analysis on context-based adaptive status update schemes, as well as more effective remote monitoring and control. The minimization of average UoI for a status update terminal with an updating frequency constraint is investigated, and an update-index-based adaptive scheme is proposed. Simulation results show that the proposed scheme achieves a near-optimal performance with a low computational complexity.
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
期刊最新文献
Towards 6G: Evolution of Key Performance Indicators and Technology Trends Cellular and Wi-Fi in Unlicensed Spectrum: Competition leading to Convergence Design of a 20–80 GHz Down-Conversion Mixer for 5G Wireless Communication with 22nm CMOS A Measure of Personal Information in Mobile Data Ultra-Reliable Low-Latency Control Signaling in a Factory Environment
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1