Downlink Outage Probability and Channel Capacity for Cell-Free Massive MIMO Systems

IF 3.5 1区 计算机科学 Q1 Multidisciplinary
Danilo B. T. Almeida;Marcelo S. Alencar;Rafael M. Duarte;Francisco Madeiro;Waslon T. A. Lopes;Hugerles S. Silva;Ugo S. Dias;Wamberto J. L. Queiroz
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引用次数: 0

Abstract

In Cell-Free (CF) systems, the users are served simultaneously by a large number of low-cost and low-power distributed antennas, taking advantage of spatial diversity. The scarcity of equations that accurately describe the system performance limits optimization techniques to applications of users Quality of Service (QoS) uniformization. Thus, to accurately characterize the performance of such systems, a simplified model for the downlink received signal is proposed and new expressions are derived for the users Outage Probability (OP) and average channel capacity taking into account the channel gain variations characteristics. Different cell-free scenarios are analyzed and several curves are presented for different parameters that characterize the channels. The new theoretical results are corroborated by Monte-Carlo simulations and compared to literature results, which confirm classical cell-free behavior as well as the saturation on channel capacity and OP curves, and reveal that the proposed expressions describe the systems more accurately.
无小区大规模MIMO系统的下行中断概率和信道容量
在无蜂窝(CF)系统中,利用空间分集的优势,大量低成本、低功耗的分布式天线同时为用户提供服务。准确描述系统性能的方程的稀缺性限制了优化技术在用户服务质量统一(QoS)应用中的应用。因此,为了准确表征此类系统的性能,本文提出了一个简化的下行接收信号模型,并推导了考虑信道增益变化特征的用户中断概率(OP)和平均信道容量的新表达式。分析了不同的无单元情况,并给出了表征信道的不同参数的曲线。Monte-Carlo模拟结果证实了新的理论结果,并与文献结果进行了比较,证实了经典的无细胞行为以及信道容量和OP曲线上的饱和,表明所提出的表达式更准确地描述了系统。
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
Tsinghua Science and Technology
Tsinghua Science and Technology COMPUTER SCIENCE, INFORMATION SYSTEMSCOMPU-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
10.20
自引率
10.60%
发文量
2340
期刊介绍: Tsinghua Science and Technology (Tsinghua Sci Technol) started publication in 1996. It is an international academic journal sponsored by Tsinghua University and is published bimonthly. This journal aims at presenting the up-to-date scientific achievements in computer science, electronic engineering, and other IT fields. Contributions all over the world are welcome.
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