Performance Analysis of Cell-Free mmWave Massive MIMO with Low-Resolution DAC Quantization

Seung‐Eun Hong
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Abstract

This paper focuses on the downlink of a cell-free massive multiple-input multiple-output (MIMO) system in which each of the access nodes (ANs) is equipped with low-resolution digital-to-analog converters (DACs). In particular, the system is assumed to operate over mmWave frequency with practical considerations such as pilot contamination and hybrid precoding scheme. By mimicking the effect of few-bit DACs with the additive quantization noise model (AQNM), a tight approximate rate expression is derived and analyzed with some simulation results, which provide deep understanding of the impacts from the few-bit quantization as well as channel estimation error on the performance of cell-free mmWave massive MIMO.
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低分辨率DAC量化的无小区毫米波海量MIMO性能分析
本文主要研究无小区大规模多输入多输出(MIMO)系统的下行链路,其中每个接入节点(ANs)都配备了低分辨率数模转换器(dac)。特别是,该系统假定在毫米波频率上工作,并考虑了导频污染和混合预编码方案等实际问题。利用加性量化噪声模型(AQNM)模拟少量dac的影响,推导了一个严密的近似速率表达式,并结合仿真结果进行了分析,深入了解了少量量化和信道估计误差对无小区毫米波大规模MIMO性能的影响。
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