Effective user service strategies in a multi-user MIMO system

A. Gorbunova, E. Medvedeva, Yuliya Gaidamaka Yu. V., V. Shorgin, K. Samouylov
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引用次数: 1

Abstract

Introduction: One of the main advantages of multiple antenna systems is the support of multi-user connections, simultaneouslytransmitting parallel data streams. This can significantly increase the overall system throughput. However, the spectral efficiency can be additionally increased through the usage of various dynamic strategies which take into account the current state of the system.Here we propose a method to evaluate the effectiveness of such strategies with the help of appropriate mathematical models. Purpose:Development of mathematical models for a multi-user MIMO system which would allow you to evaluate the average delay of a filetransfer. Results: Mathematical models of the MIMO system are presented in the form of discrete/continuous time queuing systemsfor three user service strategies. We provide formulas for estimating the average file transfer delay in a closed form, which simplifynumerical analysis as compared to the well-known methods using mathematical models in continuous time. This method allows you tofind the most effective strategy with less computational complexity. Another advantage of the constructed models is the opportunityof further research on the effect of file length distributions on the file transfer delay. The conclusions we made about the effectivenessof each strategy are consistent with our earlier work, which is confirmed by a numerical example. Practical relevance: The developedmathematical models for a multi-user MIMO system can be used to set the operating parameters of a real wireless MIMO system.
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多用户MIMO系统中有效的用户服务策略
简介:多天线系统的主要优点之一是支持多用户连接,同时传输并行数据流。这可以显著提高整个系统的吞吐量。然而,可以通过使用考虑系统当前状态的各种动态策略来额外提高频谱效率。在此,我们提出了一种借助适当的数学模型来评估此类策略有效性的方法。目的:开发多用户MIMO系统的数学模型,使您能够评估文件传输的平均延迟。结果:针对三种用户服务策略,以离散/连续时间排队系统的形式给出了MIMO系统的数学模型。我们提供了以闭合形式估计平均文件传输延迟的公式,与使用连续时间数学模型的已知方法相比,该公式简化了数值分析。这种方法使您能够找到计算复杂度较低的最有效策略。所构建的模型的另一个优点是有机会进一步研究文件长度分布对文件传输延迟的影响。我们对每种策略的有效性得出的结论与我们之前的工作一致,并通过一个数值例子得到了证实。实际相关性:开发的多用户MIMO系统的数学模型可用于设置实际无线MIMO系统的操作参数。
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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