电力+5G前传网中融合时延敏感网络技术的流量调度方法

陈亚鹏; 周振宇; 韩东升; 赵雄文; 戚银城; 魏勇

doi:10.12263/DZXB.20220963

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电力+5G前传网中融合时延敏感网络技术的流量调度方法

学术论文 | 更新时间：2025-12-08

- 电力+5G前传网中融合时延敏感网络技术的流量调度方法
- TSN-Integrated Flow Scheduling Method in Power+5G Fronthaul Network
- 电子学报 2023年51卷第5期页码：1141-1147
- 作者机构：
  
  1.华北电力大学河北省电力物联网技术重点实验室,河北保定 071003
  2.国家电网河北省电力有限公司信息通信分公司,河北石家庄 050021
- 作者简介：
  
  [ "陈亚鹏　男，1997年出生于山西省平顺县.现为华北电力大学电气与电子工程学院博士研究生，主要研究方向为电力系统通信、电气信息化等. E-mail: yapeng_chen@ncepu.edu.cn" ]
  [ "周振宇（通讯作者）　男，1983年出生于河北省张家口市.现为华北电力大学教授、博士生导师，主要研究方向为电力通信网络与新技术、物联网与现代传感技术、能源互联网信息通信技术等.中国电子学会会员编号：E190020832S." ]
  韩东升　男，1980年出生于黑龙江富裕县.现为华北电力大学副教授、博士生导师，主要研究方向为电力通信网络与新技术、能源互联网信息通信技术等.中国电子学会会员编号：E190019497M. E-mail: handongsheng@ncepu.edu.cn
  赵雄文　男，1964年出生于陕西省清涧县.现为华北电力大学教授、博士生导师，主要研究方向为5G和后5G无线通信、电力系统通信等.中国电子学会会员编号：E190020829F. E-mail: zhaoxw@ncepu.edu.cn
  戚银城　男，1968年出生于河南省周口市.现为华北电力大学教授，主要研究方向为电力系统通信等. E-mail: qiych@126.com
  魏勇　男，1977年出生于河北省石家庄市.现为国网河北省电力有限公司正高级工程师，从事电力通信建设及管理工作. E-mail: wei_yong_sgcc@126.com
- 基金信息：
  
  国家重点研发计划(2020YFB0905900);国家自然科学基金(61971189)
- DOI：10.12263/DZXB.20220963
  中图分类号： TM73;TN919
- 收稿：2022-08-15，
  
  修回：2022-11-16，
  
  纸质出版：2023-05-25
- 稿件说明：
移动端阅览
陈亚鹏,周振宇,韩东升等.电力+5G前传网中融合时延敏感网络技术的流量调度方法[J].电子学报,2023,51(05):1141-1147.

CHEN Ya-peng,ZHOU Zhen-yu,HAN Dong-sheng,et al.TSN-Integrated Flow Scheduling Method in Power+5G Fronthaul Network[J].ACTA ELECTRONICA SINICA,2023,51(05):1141-1147.
陈亚鹏,周振宇,韩东升等.电力+5G前传网中融合时延敏感网络技术的流量调度方法[J].电子学报,2023,51(05):1141-1147. DOI： 10.12263/DZXB.20220963.

CHEN Ya-peng,ZHOU Zhen-yu,HAN Dong-sheng,et al.TSN-Integrated Flow Scheduling Method in Power+5G Fronthaul Network[J].ACTA ELECTRONICA SINICA,2023,51(05):1141-1147. DOI： 10.12263/DZXB.20220963.

摘要

面向融合时延敏感网络的电力+5G前传网，针对电力通信业务确定性时延与差异化服务质量保障问题，该文提出了一种基于交换匹配的低复杂度流量调度算法.考虑业务优先级与差异化时延需求，将流量调度问题建模为最大化网络整体效用的二值变量优化问题.考虑不同业务数据包调度决策的相互耦合，将该问题转化为一个业务数据包与虚拟传输位置间的匹配关系决策问题，利用改进后的低复杂度交换匹配算法实现问题求解.理论分析了该方法收敛性与复杂度.仿真结果表明，与传统的4种流量调度方法相比，该方法可在满足高优先级业务传输需求的前提下有效提升网络整体效用20.06%、25.93%、37.54%、52.26%.

Abstract

Facing time sensitive networking (TSN) integrated power+5G fronthaul network

a low complexity flow scheduling algorithm based on swap matching was proposed to guarantee the deterministic delay and differentiated quality of service (QoS) of power communication services. The service priority was taken into consideration to establish a binary variable optimization problem that maximizes the overall network utility. Considering the coupling of scheduling decisions among different service packets

the problem was transformed into a matching relationship decision making problem between packets and virtual transmission positions (VTPs). The improved low complexity swap matching algorithm was used to solve the problem. The theoretical analysis of convergence and complexity were given. The simulation results show that compared with the traditional 4 flow scheduling methods

the proposed method can effectively improve the overall network utility by 20.06%

25.93%

37.54%

and 52.26% respectively on the basis of meeting the QoS requirements of high-priority services.

关键词

Keywords

references

周伯阳 , 郭志民 , 王延松 , 等 . 基于多尺度低秩模型的电力无线接入网异常流量检测方法 [J]. 电子学报 , 2020 , 48 ( 8 ): 1552 - 1557 .

ZHOU B Y , GUO Z M , WANG Y S , et al . An anomaly traffic detection method using multi-resolution low rank model for wireless access network of electric power grids [J]. Acta Electronica Sinica , 2020 , 48 ( 8 ): 1552 - 1557 . (in Chinese)

CHEN Z X , ZHI L X , ZHAO X W , et al . Parallel access scheme for wireless and power line dual-connection communication [J]. IEEE Transactions on Vehicular Technology , 2022 , 71 ( 7 ): 7997 - 8001 .

吕亚平 , 贾向东 , 路艺 , 等 . 基于簇用户设备分类和频谱共享分配的D2D网络覆盖分析 [J]. 电子学报 , 2021 , 49 ( 7 ): 1392 - 1399 .

LÜ Y P , JIA X D , LU Y , et al . D2D network coverage analysis based on cluster user equipment classification and spectrum sharing allocation [J]. Acta Electronica Sinica , 2021 , 49 ( 7 ): 1392 - 1399 . (in Chinese)

赵雄文 , 张钰 , 秦鹏 , 等 . 空天地一体化无线光通信网络关键技术及其发展趋势 [J]. 电子学报 , 2022 , 50 ( 1 ): 1 - 17 .

ZHAO X W , ZHANG Y , QIN P , et al . Key technologies and development trends for a space-air-ground integrated wireless optical communication network [J]. Acta Electronica Sinica , 2022 , 50 ( 1 ): 1 - 17 . (in Chinese)

Time Sensitive Networking Task Group: IEEE Standards 802.1 [S/OL]. [ 2020-01-17 ]. http://www.ieee802.org/1/pages/tsn.html http://www.ieee802.org/1/pages/tsn.html .

刘雷 , 陈晨 , 冯杰 , 等 . 车载边缘计算卸载技术研究综述 [J]. 电子学报 , 2021 , 49 ( 5 ): 861 - 871 .

LIU L , CHEN C , FENG J , et al . A survey of computation offloading in vehicular edge computing networks [J]. Acta Electronica Sinica , 2021 , 49 ( 5 ): 861 - 871 . (in Chinese)

ZHANG L , CHAN V . Scalable fast scheduling for optical flow switching using sampled entropy and mutual information broadcast [J]. Journal of Optical Communications and Networking , 2014 , 6 ( 5 ): 459 - 475 .

张磊 , 王盼盼 . 时间敏感网络流量整形技术综述 [J]. 微电子学与计算机 , 2022 , 39 ( 1 ): 46 - 53 .

ZHANG L , WANG P P . Survey of traffic shaping and scheduling in time-sensitive network [J]. Microelectronics & Computer , 2022 , 39 ( 1 ): 46 - 53 . (in Chinese)

CHITIMALLA D , KONDEPU K , VALCARENGHI L , et al . 5G fronthaul-latency and jitter studies of CPRI over ethernet [J]. Journal of Optical Communications and Networking , 2017 , 9 ( 2 ): 172 - 182 .

ZHOU Z F , STÜBERT BERGER M , YAN Y . Mapping TSN traffic scheduling and shaping to FPGA-based architecture [J]. IEEE Access , 2020 , 8 : 221503 - 221512 .

LIU Y , ZHOU Y Q , YUAN J H , et al . Delay aware flow scheduling for time sensitive fronthaul networks in centralized radio access network [J]. IEEE Transactions on Communications , 2020 , 68 ( 5 ): 2992 - 3009 .

施健 , 孟庆强 , 吕顺利 . 运用蒙特卡洛模拟法的数据流调度优化模型研究 [J]. 计算机与数字工程 , 2018 , 46 ( 4 ): 779 - 782, 817 .

SHI J , MENG Q Q , LV S L . Research on data flow scheduling optimization model based on Monte Carlo simulation [J]. Computer & Digital Engineering , 2018 , 46 ( 4 ): 779 - 782, 817 . (in Chinese)

周振宇 , 陈亚鹏 , 潘超等 . 面向智能电力巡检的高可靠低时延移动边缘计算技术 [J]. 高电压技术 , 2020 , 46 ( 6 ): 1895 - 1902 .

ZHOU Z Y , CHEN Y P , PAN C , et al . Ultra-reliable and low-latency mobile edge computing technology for intelligent power inspection [J]. High Voltage Engineering , 2020 , 46 ( 6 ): 1895 - 1902 . (in Chinese)

MESODIAKAKI A , MANIOTIS P , GATZIANAS M , et al . A gated service MAC protocol for Sub-Ms latency 5G fiber-wireless mmWave C-RANs [J]. IEEE Transactions on Wireless Communications , 2021 , 20 ( 4 ): 2502 - 2515 .

蔡岳平 , 李栋 , 许驰 , 等 . 面向工业互联网的5G-U与时间敏感网络融合架构与技术 [J]. 通信学报 , 2021 , 42 ( 10 ): 43 - 54 .

CAI Y P , LI D , XU C , et al . Integrating 5G-U with time-sensitive networking for industrial Internet: Architectures and technologies [J]. Journal on Communications , 2021 , 42 ( 10 ): 43 - 54 . (in Chinese)

高会生 , 于文思 , 韩东升 . 基于时间敏感网络的风电场通信网时延特性分析 [J]. 现代电力 , 2021 , 38 ( 4 ): 465 - 472 .

GAO H S , YU W S , HAN D S . Analysis of latency characteristics of wind farm communication network based on time-sensitive networking [J]. Modern Electric Power , 2021 , 38 ( 4 ): 465 - 472 . (in Chinese)

LIAO H J , ZHOU Z Y , ZHAO X W , et al . Learning-based queue-aware task offloading and resource allocation for space-air-ground-integrated power IoT [J]. IEEE Internet of Things Journal , 2021 , 8 ( 7 ): 5250 - 5263 .

LIU B H , LIU C X , PENG M G . Resource allocation for energy-efficient MEC in NOMA-enabled massive IoT networks [J]. IEEE Journal on Selected Areas in Communications , 2021 , 39 ( 4 ): 1015 - 1027 .

蔡岳平 , 姚宗辰 , 李天驰 . 时间敏感网络标准与研究综述 [J]. 计算机学报 , 2021 , 44 ( 7 ): 1378 - 1397 .

CAI Y P , YAO Z C , LI T C . A survey on time-sensitive networking: standards and state-of-the-art [J]. Chinese Journal of Computers , 2021 , 44 ( 7 ): 1378 - 1397 . (in Chinese)

BAKI A K M . Continuous monitoring of smart grid devices through multi protocol label switching [J]. IEEE Transactions on Smart Grid , 2014 , 5 ( 3 ): 1210 - 1215 .

李俊娥 , 陆秋余 , 刘剑 , 等 . 智能变电站通信业务优先级及其队列调度方法 [J]. 通信学报 , 2021 , 42 ( 7 ): 25 - 40 .

LI J E , LU Q Y , LIU J , et al . Communication service priority in smart substation and its queue scheduling method [J]. Journal on Communications , 2021 , 42 ( 7 ): 25 - 40 . (in Chinese)

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