论文标题

具有粗量化的MIMO系统中的非线性模拟处理

Non-Linear Analog Processing in MIMO Systems with Coarse Quantization

论文作者

Alonso, Marian Temprana, Liu, Xuyang, Aghasi, Hamidreza, Shirani, Farhad

论文摘要

对数字转换器(ADC)的模拟是在大带宽毫米波系统中多输入多输出(MIMO)接收器的功耗的主要贡献者。先前的工作考虑了两种减少ADC功耗的缓解溶液:i)通过模拟和混合光束成形减少ADC的数量,ii)降低ADC分辨率,即利用一位和几位ADC。这些缓解解决方案由于量化误差增加而导致可达到的速率导致绩效损失。在这项工作中,考虑在采样和量化之前使用非线性模拟操作员,例如包络检测器和多项式操作员,作为降低上述速率损失的一种方式。接收器架构由线性组合器,非线性模拟操作员和少量ADC组成。根据可实现的速度,根据可实现的可实施模拟操作员的各种假设,研究了所得通信系统的基本绩效限制。提供了广泛的数值评估,以评估拟议接收器体系结构的可实现率和功耗。提供了基于22 nm FDSOI CMOS技术和65 nm批量CMOS晶体管技术的电路模拟和测量结果,以证明拟议的接收器架构的功率效率是合理的。

Analog to digital converters (ADCs) are a major contributor to the power consumption of multiple-input multiple-output (MIMO) receivers in large bandwidth millimeter-wave systems. Prior works have considered two mitigating solutions to reduce the ADC power consumption: i) decreasing the number of ADCs via analog and hybrid beamforming, and ii) decreasing the ADC resolution, i.e., utilizing one-bit and few-bit ADCs. These mitigating solutions lead to performance loss in terms of achievable rates due to increased quantization error. In this work, the use of nonlinear analog operators such as envelope detectors and polynomial operators, prior to sampling and quantization is considered, as a way to reduce the aforementioned rate-loss. The receiver architecture consists of linear combiners, nonlinear analog operators, and few-bit ADCs. The fundamental performance limits of the resulting communication system, in terms of achievable rates, are investigated under various assumptions on the set of implementable analog operators. Extensive numerical evaluations are provided to evaluate the set of achievable rates and the power consumption of the proposed receiver architectures. Circuit simulations and measurement results, based on both 22 nm FDSOI CMOS technology and 65 nm Bulk CMOS transistor technologies, are provided to justify the power efficiency of the proposed receiver architectures.

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