5G网络性能提升:通过NOMA-MIMO技术集成重塑功率域方案

Shuaib Ibrahim Adam
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引用次数: 0

摘要

多输入多输出(MIMO)和非正交多址(NOMA)技术的集成解决了5G蜂窝系统及以后的大规模连接、低延迟和高可靠性等关键挑战。然而,解决这些问题需要额外的研究,特别是在采用MIMO的5G网络的情况下。这包括增强和重新评估误码率、下行频谱效率、平均容量率和上行传输中断概率等参数,以优化性能。所设计的模型在选定的频率通道上使用正交相移键控调制,以适应具有不同功率位置系数、信噪比、发射功率和带宽的用户。评估所提出的模型的有效性包括测试和比较结果与先前的研究。下载传输结果表明,MIMO-NOMA显著提高了误码率性能和传输功率。对于上行传输,使用平均容量率来评估性能,表明最佳用户的平均容量率增加,中断概率降低。导出了带MIMO和不带MIMO的下行和上行NOMA的误码率、频谱效率、平均容量率和中断概率的封闭公式。从本质上讲,采用MIMO-NOMA可以显著提高所有用户的性能,即使是那些面临干扰或衰落信道等挑战的用户。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Enhancement of 5G Networks: Remodeling Power Domain Scheme Through NOMA-MIMO Technologies Integration
The integration of multiple-input multiple-output (MIMO) and non-orthogonal multiple access (NOMA) technologies addresses critical challenges such as massive connectivity, low latency, and high dependability in 5G cellular systems and beyond. However, resolving these issues required additional research, particularly in the case of 5G networks employing MIMO. This involved enhancing and reevaluating parameters like bit error rate, downlink spectrum efficiency, average capacity rate, and uplink transmission outage probability to optimize performance. The devised model utilized Quadrature Phase Shift Keying modulation on selected frequency channels, accommodating users with diverse power location coefficients, signal-to-noise ratios, transmit powers, and bandwidths. Evaluating the proposed model's effectiveness involved testing and comparing results to previous research. Download transmission results demonstrated that MIMO-NOMA significantly improved the bit error rate performance and transmitting power for the best-evaluated user. For uplink transmission, the average capacity rate was used to assess performance, indicating an increase in the average capacity rate for the best user and a decrease in outage probability. Closed-form formulas for bit error rate, spectrum efficiency, average capacity rate, and outage probability for both downlink and uplink NOMA, with and without MIMO, were derived. In essence, adopting MIMO-NOMA led to a remarkable improvement in the performance of all users, even those facing challenges such as interference or fading channels.
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