A 2.86Gb/s Fully-Flexible MU-MIMO Processor for Jointly Optimizing User Selection, Power Allocation, and Precoding in 28nm CMOS Technology

Seungsik Moon, N. Lee, Youngjoo Lee
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引用次数: 1

Abstract

In 5G networks, as growing data usage exponentially, mobile operators need to increase network capacity. To increase the spectral efficiency of massive multiple-input multiple-output (MIMO) system, it is essential to enlarge the number of co-scheduled user equipments (UEs). As increasing the number of co-scheduled UEs up to the number of base station (BS) antennas, the conventional linear precoding schemes such as zero-forcing and maximum ratio transmission show poor capacity, as shown in Fig. 1. As a result, joint user selection, power allocation, and beamforming schemes, including the rank-adaptation zero-forcing (RA-ZF) and generalized power iteration precoding (GPIP) algorithms, are proposed for large-scale massive MIMO systems. However, the prior works on massive MIMO baseband architectures [1]–[4] are no longer suitable for these advanced algorithms; because they do not consider user selection or power allocation. Consequently, it is crucial to develop energy-and computationally efficient BS architecture that realizes the advanced algorithms to achieve a high spectral efficiency gain.
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2.86Gb/s全灵活MU-MIMO处理器,用于共同优化28nm CMOS技术的用户选择、功率分配和预编码
在5G网络中,随着数据使用量呈指数级增长,移动运营商需要增加网络容量。为了提高大规模多输入多输出(MIMO)系统的频谱效率,必须增加共调度用户设备的数量。当共调度终端数量增加到基站(BS)天线数量时,强制为零和最大比传输等传统线性预编码方案的容量较差,如图1所示。因此,针对大规模MIMO系统,提出了联合用户选择、功率分配和波束形成方案,包括秩自适应零强制(RA-ZF)和广义功率迭代预编码(gip)算法。然而,先前关于大规模MIMO基带架构的工作[1]-[4]不再适合这些高级算法;因为它们不考虑用户选择或权力分配。因此,开发能源和计算效率高的BS架构,实现先进的算法,以实现高频谱效率增益是至关重要的。
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