Performance evaluation of bandwidth reservation for mmWave in 5G NR systems

Q3 Mathematics
Vyacheslav Begishev, E. Sopin, D. Moltchanov, Andrey K. Samuylov, Yuliya V. Gaidamaka, K. Samouylov
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引用次数: 1

Abstract

Introduction: In 3GPP New Radio (NR) systems, frequent radio propagation path blockages can lead to the disconnection of ongoingsessions already accepted into the system, reducing the quality of service in the network. Controlling access to system resource byprioritizing for the ongoing sessions can increase the session continuity. In this paper, we propose resource allocation with a reservationmechanism. Purpose: Development of a mathematical model for analyzing the effect of this mechanism on other system performanceindicators – dropping probabilities for new and ongoing sessions and system utilization. The model takes into account the key featuresof the 3GPP NR technology, including the height of the interacting objects, the spatial distribution and mobility of the blockers, as wellas the line-of-sight propagation properties between the transceivers for mmWave NR technology. Results: We analyzed the reservationmechanism with the help of a developed model in the form of a resource queueing system with signals, where the base station bandwidthcorresponds to the resource, and the signals model a change in the line-of-sight conditions between the receiving and transmittingdevices. Creating a priority for ongoing sessions whose service has not yet been completed provides a considerable flexibility forbalancing the session continuity and dropping of a new session, with a slight decrease in the efficiency of the radio resource utility. Withthe developed model, we showed that reserving even a small bandwidth (less than 10% of the total resources) to maintain the ongoingsessions has a positive effect on their continuity, as it increases the probability of their successful completion. Practical relevance: The proposed mechanism works more efficiently in overload conditions and with sessions which have a high data transfer raterequirements. This increases the demand for the proposed mechanism in 5G NR communication systems.
5G NR系统中毫米波带宽预留的性能评估
简介:在3GPP新无线电(NR)系统中,频繁的无线电传播路径阻塞可能导致系统中已接受的正在进行的会话断开连接,从而降低网络中的服务质量。通过对正在进行的会话进行优先级排序来控制对系统资源的访问,可以提高会话的连续性。本文提出了一种基于预留机制的资源分配方法。目的:开发一个数学模型,用于分析该机制对其他系统性能指标的影响-新会话和正在进行的会话和系统利用率的下降概率。该模型考虑了3GPP NR技术的关键特征,包括相互作用物体的高度、阻挡物的空间分布和移动性,以及毫米波NR技术收发器之间的视距传播特性。结果:我们利用已开发的具有信号的资源排队系统模型分析了预留机制,其中基站带宽对应于资源,信号模型表示接收和发送设备之间视线条件的变化。为服务尚未完成的正在进行的会话创建优先级,在平衡会话连续性和新会话的中断方面提供了相当大的灵活性,同时无线电资源利用率的效率略有下降。使用开发的模型,我们表明,即使保留很小的带宽(少于总资源的10%)来维持正在进行的会话也会对其连续性产生积极影响,因为它增加了成功完成会话的概率。实际意义:所提出的机制在过载条件和具有高数据传输速率要求的会话中更有效地工作。这增加了5G NR通信系统对所提出机制的需求。
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
Informatsionno-Upravliaiushchie Sistemy
Informatsionno-Upravliaiushchie Sistemy Mathematics-Control and Optimization
CiteScore
1.40
自引率
0.00%
发文量
35
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