Performance-Complexity Tradeoffs of MIMO-NOMA Receivers Towards Green Wireless Networks

W. Al-Hussaibi, F. Ali
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引用次数: 7

Abstract

In this paper, new layered multiuser detection (L-MUD) designs for the uplink MIMO-NOMA are investigated to optimize the tradeoffs between achieved performance and complexity. Linear/nonlinear based MUD technique is used for each multiuser MIMO (MU-MIMO) group and a successive interference cancellation process is used for the considered NOMA layers. The upper bound of symbol error probability is derived for MIMO-NOMA with receive diversity over Rayleigh fading channel to show the impact of proposed L-MUD schemes on the achieved performance. Compared with the existing minimum mean squared error (MMSE) based L-MUD and the generic MU-MIMO receivers, numerical simulations demonstrate valuable tradeoffs between the permissible user overloading, required number of radio frequency chains (RFCs), computational efforts, and bit error rate. The new outcomes of complexity reductions will lead to significant power saving and extend the state-of-the-art of MIMO-NOMA towards green applications for 5G wireless networks and beyond.
面向绿色无线网络的MIMO-NOMA接收机的性能复杂度权衡
本文研究了用于上行MIMO-NOMA的新型分层多用户检测(L-MUD)设计,以优化实现性能和复杂性之间的权衡。对每个多用户MIMO (MU-MIMO)组使用基于线性/非线性的MUD技术,并对所考虑的NOMA层使用连续的干扰消除过程。推导了具有接收分集的MIMO-NOMA在瑞利衰落信道上的符号错误概率上界,以显示所提出的L-MUD方案对实现性能的影响。与现有的基于最小均方误差(MMSE)的L-MUD和通用MU-MIMO接收器相比,数值模拟显示了在允许的用户过载、所需的射频链(rfc)数量、计算工作量和误码率之间有价值的权衡。降低复杂性的新成果将显著节省电力,并将最先进的MIMO-NOMA扩展到5G无线网络及其他领域的绿色应用。
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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