Efficient Virtualization of Network Resources in MU-MIMO Systems

IF 0.4 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
D. E. Zudin, M. V. Lyubogoshchev, E. M. Khorov
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引用次数: 0

Abstract—In this paper, we examine the problem of resource virtualization in 5G wireless networks that employ multiple-access technology using MU-MIMO (Multiple User-Multiple Input Multiple Output). Network resource virtualization is a key approach to allocating network resources in 5G networks while MU‑MIMO complicates the problem of allocating wireless channel resources across virtual subnets, as well as between individual clients. To solve this problem, we use here the DeSlice virtualization architecture and develop a radio resource planning method that takes into account the characteristics of both the resource virtualization problem and MU-MIMO and various types of traffic, including virtual reality application traffic and web traffic. Using simulation, we demonstrate that the developed radio resource planning method significantly improves the quality of service for both types of traffic compared to the standard system. The performance evaluation results demonstrate the effectiveness of the developed method for resource allocation in a MU-MIMO system supporting network resource virtualization technology.

Abstract Image

MU-MIMO 系统中网络资源的高效虚拟化
摘要 本文研究了采用 MU-MIMO(多用户多输入多输出)多接入技术的 5G 无线网络中的资源虚拟化问题。网络资源虚拟化是 5G 网络中分配网络资源的关键方法,而 MU-MIMO 则使虚拟子网之间以及单个客户端之间的无线信道资源分配问题变得更加复杂。为了解决这个问题,我们在这里使用了 DeSlice 虚拟化架构,并开发了一种无线电资源规划方法,该方法同时考虑了资源虚拟化问题和 MU-MIMO 的特点以及各种流量类型,包括虚拟现实应用流量和网络流量。我们通过仿真证明,与标准系统相比,所开发的无线电资源规划方法能显著提高这两类流量的服务质量。性能评估结果证明了所开发的方法在支持网络资源虚拟化技术的 MU-MIMO 系统中进行资源分配的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.00
自引率
20.00%
发文量
170
审稿时长
10.5 months
期刊介绍: Journal of Communications Technology and Electronics is a journal that publishes articles on a broad spectrum of theoretical, fundamental, and applied issues of radio engineering, communication, and electron physics. It publishes original articles from the leading scientific and research centers. The journal covers all essential branches of electromagnetics, wave propagation theory, signal processing, transmission lines, telecommunications, physics of semiconductors, and physical processes in electron devices, as well as applications in biology, medicine, microelectronics, nanoelectronics, electron and ion emission, etc.
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