Downlink Performance of MRT-BD in Multiuser Massive MIMO with Low Resolution ADCs

Peng Gao, Y. Sanada
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Abstract

The multiuser massive MIMO (multi-input multi-output) system using the low-resolution analog-to-digital converters (ADCs) in the uplink is to realize low cost and power consumption demands, which, however, reduce the signal quality. Beamforming as a signal processing technique can supply high throughputs in the MIMO systems. In this paper, we investigate the robustness of low-resolution ADCs against the interference among the different streams in the uplink and the different users in downlink systems respectively, and propose the maximum ratio transmission - block diagonalization (MRT-BD) scheme as a kind of beamforming to evaluate the effects of low-resolution ADCs in the full digital massive MIMO system. The preliminary conclusion is that the MRT-BD scheme achieves our anticipation to make the rate achievable, even more than it in the infinite-resolution (no quantization) of BD case can be approached using ADCs with only a few bits of resolution.
低分辨率adc多用户海量MIMO中MRT-BD的下行性能
在上行链路中采用低分辨率模数转换器(adc)的多用户大规模MIMO (multi-input - multi-output)系统是为了实现低成本和低功耗的要求,但同时也降低了信号质量。波束形成作为一种信号处理技术,可以为MIMO系统提供高吞吐量。本文研究了低分辨率adc对上行系统中不同流和下行系统中不同用户之间干扰的鲁棒性,并提出了最大比传输-块对角化(MRT-BD)方案作为一种波束形成方案,以评估低分辨率adc在全数字大规模MIMO系统中的效果。初步结论是,MRT-BD方案达到了我们的预期,使速率可以实现,甚至比在无限分辨率(无量化)的BD情况下,可以使用只有几位分辨率的adc来接近。
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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