A reliable downlink MIMO algorithm for mitigating the effect of user equipment mobility in multi-user MIMO in fifth-generation and beyond networks

M. A. Akajewole, D. Onyishi
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Abstract

Multiple Input Multiple Output (MIMO) wireless systems offer substantial capacity gains over conventional wireless channels, making them well-suited for future high-speed wireless communications. However, ensuring high Quality of Service (QoS) for users in terms of signal quality, data speed, and reliability are some of the challenges of 5G wireless cellular networks. However, the effect of users’ mobility potentially may result in significant inter-beam interference, which increases the probability of outage in a Multi-User-MIMO (MU-MIMO) system. Although several studies have been carried out to mitigate the probability of outage, most of the studies either considered the impact of user mobility or User Equipment (UE) stationarity in determining outage performance or have used methods with high computational complexity that ignore one or both inter-beam interference and interference from the mobile UEs. This paper presents a model that minimizes the outage probability in the downlink of both mobile and stationary UEs in an MU-MIMO system. This proposed model to mitigate the outages encountered by mobile UEs in different scenarios: when a single UE is mobile when half of the UEs are mobile, and when all UEs are mobile within the proposed MU-MIMO system. These scenarios are assessed within a defined time frame to gauge the extent to which they reduce outage probability and enhance the spectral efficiency of the MU-MIMO system. Simulation results showed that the probability of outage in a discrete time frame and for UEs that are mobile in a discrete-time frame increased as the density of M increased. However, the proposed model minimized the probability of outage and improved the spectral efficiency in comparison to existing systems.
第五代及以后网络多用户多输入多输出(MIMO)中减轻用户设备移动性影响的可靠下行多输入多输出(MIMO)算法
与传统无线信道相比,多输入多输出(MIMO)无线系统可大幅提高容量,因此非常适合未来的高速无线通信。然而,确保用户在信号质量、数据速度和可靠性方面获得高质量服务(QoS)是 5G 无线蜂窝网络面临的一些挑战。然而,用户的移动性可能会导致严重的波束间干扰,从而增加多用户多输入多输出(MU-MIMO)系统的中断概率。虽然已经开展了多项研究来降低中断概率,但大多数研究在确定中断性能时要么考虑了用户移动性或用户设备(UE)静止性的影响,要么使用了计算复杂度较高的方法,忽略了波束间干扰和移动 UE 的干扰。本文提出了一种模型,它能最大限度地降低 MU-MIMO 系统中移动和静止 UE 下行链路的中断概率。该模型可减少移动 UE 在不同情况下遇到的中断:当单个 UE 移动时,当一半 UE 移动时,以及当所有 UE 都在拟议的 MU-MIMO 系统中移动时。在规定的时间范围内对这些情况进行评估,以衡量它们在多大程度上降低了中断概率并提高了 MU-MIMO 系统的频谱效率。仿真结果表明,随着 M 的密度增加,在离散时间帧内和在离散时间帧内移动的 UE 的中断概率也随之增加。然而,与现有系统相比,所提出的模型最大限度地降低了中断概率,并提高了频谱效率。
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
0.10
自引率
0.00%
发文量
126
审稿时长
11 weeks
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