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Millimeter Wave Receiver Efficiency: A Comprehensive Comparison of Beamforming Schemes with Low Resolution ADCs

机译:毫米波接收机效率:综合比较   具有低分辨率aDC的波束成形方案

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摘要

In this work, we study the achievable rate and the energy efficiency ofAnalog, Hybrid and Digital Combining (AC, HC and DC) for millimeter wave (mmW)receivers. We take into account the power consumption of all receivercomponents, not just Analog-to-Digital Converters (ADC), determine somepractical limitations of beamforming in each architecture, and developperformance analysis charts that enable comparison of different receiverssimultaneously in terms of two metrics, namely, Spectral Efficiency (SE) andEnergy Efficiency (EE). We present a multi-objective utility optimizationinterpretation to find the best SE-EE weighted trade-off among AC, DC and HCschemes. We consider an Additive Quantization Noise Model (AQNM) to evaluatethe achievable rates with low resolution ADCs. Our analysis shows that AC isonly advantageous if the channel rank is strictly one, the link has very lowSNR, or there is a very stringent low power constraint at the receiver.Otherwise, we show that the usual claim that DC requires the highest power isnot universally valid. Rather, either DC or HC alternatively result in thebetter SE vs EE trade-off depending strongly on the considered powerconsumption characteristic values for each component of the mmW receiver.
机译:在这项工作中,我们研究了毫米波(mmW)接收器的模拟,混合和数字组合(AC,HC和DC)的可实现速率和能效。我们不仅考虑模数转换器(ADC),还考虑了所有接收器组件的功耗,确定每种架构中波束成形的某些实际限制,并开发了性能分析图,该分析图可以同时比较两个指标的不同接收器,即频谱效率(SE)和能源效率(EE)。我们提出了一种多目标效用优化解释,以在AC,DC和HC方案之间找到最佳的SE-EE权衡。我们考虑使用加法量化噪声模型(AQNM)来评估低分辨率ADC可获得的速率。我们的分析表明,只有在信道秩严格为1,链路具有非常低的SNR或在接收器处存在非常严格的低功率约束时,AC才是有利的;否则,我们表明通常要求DC要求最高功率的说法并不普遍。有效。而是,DC或HC交替会导致SE与EE之间更好的权衡,这在很大程度上取决于mmW接收器每个组件的功耗特性值。

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