Structured Connectivity for 6G Reflex Arc: Task-Oriented Virtual User and New Uplink-Downlink Tradeoff

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-11-07 DOI:10.1109/LWC.2024.3493167
Xinran Fang;Chengleyang Lei;Wei Feng;Yunfei Chen;Ning Ge;Shi Jin
{"title":"Structured Connectivity for 6G Reflex Arc: Task-Oriented Virtual User and New Uplink-Downlink Tradeoff","authors":"Xinran Fang;Chengleyang Lei;Wei Feng;Yunfei Chen;Ning Ge;Shi Jin","doi":"10.1109/LWC.2024.3493167","DOIUrl":null,"url":null,"abstract":"To accommodate the evolving demands of unmanned operations, the future sixth-generation (6G) network will support not only communication links but also sensing-communication-computing-control \n<inline-formula> <tex-math>$(\\mathrm {SC}^{3})$ </tex-math></inline-formula>\n loops. In each \n<inline-formula> <tex-math>$\\mathrm {SC}^{3}$ </tex-math></inline-formula>\n cycle, the sensor uploads sensing data to the computing center, and the computing center calculates the control command and sends it to the actuator to take action. To maintain the task-level connections between the sensor-to-computing-center link and the computing-center-to-actuator link, we propose to treat the sensor and actuator as a virtual user. In this way, the two communication links of the \n<inline-formula> <tex-math>$\\mathrm {SC}^{3}$ </tex-math></inline-formula>\n loop become the uplink and downlink (UL&DL) of the virtual user. Based on the virtual user, we propose a task-oriented UL&DL optimization scheme. This scheme jointly optimizes UL&DL transmit power, time, bandwidth, and CPU frequency to minimize the control linear quadratic regulator (LQR) cost. We decouple the complex problem into a convex UL&DL bandwidth allocation problem with the closed-form solution for the optimal time allocation. Simulation results demonstrate that the proposed scheme achieves a task-level balance between the UL&DL, surpassing conventional communication schemes that optimize each link separately.","PeriodicalId":13343,"journal":{"name":"IEEE Wireless Communications Letters","volume":"14 1","pages":"198-202"},"PeriodicalIF":5.5000,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10746493","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Wireless Communications Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10746493/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

To accommodate the evolving demands of unmanned operations, the future sixth-generation (6G) network will support not only communication links but also sensing-communication-computing-control $(\mathrm {SC}^{3})$ loops. In each $\mathrm {SC}^{3}$ cycle, the sensor uploads sensing data to the computing center, and the computing center calculates the control command and sends it to the actuator to take action. To maintain the task-level connections between the sensor-to-computing-center link and the computing-center-to-actuator link, we propose to treat the sensor and actuator as a virtual user. In this way, the two communication links of the $\mathrm {SC}^{3}$ loop become the uplink and downlink (UL&DL) of the virtual user. Based on the virtual user, we propose a task-oriented UL&DL optimization scheme. This scheme jointly optimizes UL&DL transmit power, time, bandwidth, and CPU frequency to minimize the control linear quadratic regulator (LQR) cost. We decouple the complex problem into a convex UL&DL bandwidth allocation problem with the closed-form solution for the optimal time allocation. Simulation results demonstrate that the proposed scheme achieves a task-level balance between the UL&DL, surpassing conventional communication schemes that optimize each link separately.
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
6G 反射弧的结构化连接:面向任务的虚拟用户和新的上行链路-下行链路权衡
为了适应不断变化的无人作战需求,未来的第六代(6G)网络不仅将支持通信链路,还将支持传感-通信-计算-控制$(\ mathm {SC}^{3})$循环。在每个$\mathrm {SC}^{3}$周期中,传感器将传感数据上传到计算中心,计算中心计算出控制命令并发送给执行器执行动作。为了保持传感器到计算中心链路和计算中心到执行器链路之间的任务级连接,我们建议将传感器和执行器视为虚拟用户。这样,$\ mathm {SC}^{3}$环路的两条通信链路就成为虚拟用户的上行和下行链路(UL&DL)。基于虚拟用户,提出了一种面向任务的UL&DL优化方案。该方案对UL&DL发射功率、时间、带宽和CPU频率进行了联合优化,使控制线性二次型调节器(LQR)成本最小。我们将这个复杂问题解耦为一个凸的UL&DL带宽分配问题,并给出了最优时间分配的封闭解。仿真结果表明,该方案实现了ull和dl之间的任务级平衡,超越了传统通信方案对每个链路分别进行优化的特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
期刊最新文献
Incorporating Handover Control Parameters for Cellular Vehicle Velocity Estimation in CoMP HetNet Time-Division Spectrum Sharing and Coordination Between Beam-Hopping NGSO Satellites and Terrestrial Networks Twin Fused Semantic Communication for Image Transmission with Equalization Fairness Optimization in Beyond Diagonal STAR-RIS-aided NOMA-Enhanced NF-ISAC ARIS-Assisted Capacity Enhancement and Energy Offloading for LEO Satellite with QoS Constraint
×
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:604180095
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