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1. 东南大学移动通信国家重点实验室,江苏 南京 210096
2. 国网山东省电力公司,山东 济南 250001
3. 国网山东省电力公司济南供电公司,山东 济南 250012
Published Online:2023-07,
Published:20 July 2023
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Junpeng LIU, Weiwei XIA, Han LIU, et al. NR-U and Wi-Fi spectrum sharing for quality guaranteeing of power services[J]. Telecommunications science, 2023, 39(7): 11-22.
Junpeng LIU, Weiwei XIA, Han LIU, et al. NR-U and Wi-Fi spectrum sharing for quality guaranteeing of power services[J]. Telecommunications science, 2023, 39(7): 11-22. DOI: 10.11959/j.issn.1000-0801.2023148.
为了缓解5G授权频谱资源短缺的问题,使用非授权频谱成为重要的解决方案。随着电力终端的大规模接入,面向电力业务保障的NR-U(NR in unlicensed spectrum)与Wi-Fi频谱共享成为重要的研究热点。首先,提出了一种NR-U上行传输机制,在保障Wi-Fi用户平均速率的同时实现了电力业务终端的数据上行传输。此外,还提出了联合传输时间和子载波分配(joint transmission time and subcarrier allocation,TTSA)的资源优化算法,以保障各类型电网业务的服务质量(quality of service,QoS),并最大化终端的总速率。将该优化问题解耦,使用近端策略优化(proximal policy optimization,PPO)为终端分配子载波。仿真结果表明,与已有算法相比,提出的TTSA资源优化算法在保障电力业务QoS和最大化终端总速率方面性能优越。
To alleviate the shortage of 5G licensed spectrum resources
using unlicensed spectrum has become an important solution.With the large-scale access of power terminals
NR-U and Wi-Fi spectrum sharing for power services quality guaranteeing has become an important research hotspot.Firstly
an NR-U uplink transmission mechanism was proposed
which ensured the average throughput of Wi-Fi users and realized the data uplink transmission of power service terminals.In addition
a resource optimization algorithm for joint transmission time and subcarrier allocation (TTSA) was proposed to ensure the quality of service (QoS) of various types of power services and maximize the total throughput of terminals.The optimization problem was decoupled
and proximal policy optimization (PPO) was used to allocate subcarriers to terminals.The simulation results show that compared with the existing algorithms
the proposed resource optimization algorithm for TTSA has superior performance in guaranteeing the service quality of power services and maximizing the total terminals throughput.
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