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Adaptive multiple access assists multiple users over multiple-input-multiple-output non-orthogonal multiple access wireless networks

机译:Adaptive Multiple Access辅助多个用户通过多输入多输出非正交多访问无线网络

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摘要

The works in this study examine three scenarios. The scenario (I) as a common scenario with the base station (BS) and users are equipped with multiple antennae over Nakagami-m fading channels. To improve system performance, the transmit antenna selection (TAS) and maximization of successive interference cancellation (max-SIC) framework are deployed. A novel cumulative distribute function (CDF) for the scenario (I) is proposed, and the outage probability (OP) in novel closed form can be obtained. It is challenging due to scenario (I) consists of massive users equipped with multiple antennae over Nakagami-m fading channels. Therefore, this study proposes scenario (II) with a maximum of SIC and minimum of instantaneous bit rate (max-SIC-min-rate) framework for aiding multiple access to reduce the algorithm complexity of the scenario (I). Some adaptive multiple access strategies are proposed as adaptive PA factors, adaptive min-max bit rate threshold, and adaptive Nakagami-m coefficient are proposed. Finally, the scenario (III) is examined by also applying the max-SIC-min-rate framework as the scenario (II), however, comparing to the adaptive min-max bit rate threshold to investigate the OP, system throughput, and energy-efficient (EE) performances. The obtained results as shown in the numerical results section confirm that, on one hand, the system performance of the scenario (II) is approximate or better than the scenario (I) at the same transmit power; on another hand, the scenario (III) reaches the system throughput and EE performances better than the other scenarios at the high transmit power. The analysis results are proved and verified by Monte Carlo simulation results.
机译:本研究中的作品检查了三种情况。作为具有基站(BS)和用户的常见场景的场景(i)配备了在Nakagami-M衰落通道上的多个天线。为了提高系统性能,部署传输天线选择(TAS)和连续干扰消除(MAX-SIC)框架的最大化。提出了一种小型累积分配功能(I)的累积分配功能(CDF),并且可以获得新型封闭形式的中断概率(OP)。由于场景(i),这是一个挑战(i)由大规模的用户组成,这些用户在Nakagami-M褪色通道上配备了多个天线。因此,本研究提出了具有最多SIC和最小瞬时比特率(MAX-SIC-MIN-RATE)框架的场景(ii),以帮助减少方案(i)的算法复杂性来实现多次访问。提出了一些自适应多种访问策略作为自适应PA因子,适应性最大比特率阈值和自适应Nakagami-M系数。最后,通过将MAX-SIC-MIN-RATE框架应用于场景(ii)来检查方案(iii),然而,与自适应MIN-MAX比特率阈值相比,以研究OP,系统吞吐量和能量 - 效率(EE)表演。如数数字结果部分所示的所获得的结果确认,一方面,场景(ii)的系统性能是近似或优于同一发射功率的场景(i);另一方面,方案(iii)达到系统吞吐量和EE性能,而不是高发电功率的其他场景。通过Monte Carlo仿真结果证明和验证了分析结果。

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