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Bit Allocation for Increased Power Efficiency in 5G Receivers with Variable-Resolution ADCs

机译:用于提高5G接收机功率效率的比特分配   可变分辨率aDC

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摘要

In future high-capacity wireless systems based on mmWave or massive multipleinput multiple output (MIMO), the power consumption of receiver Analog toDigital Converters (ADC) is a concern. Although hybrid or analog systems withfewer ADCs have been proposed, fully digital receivers with many lowerresolution ADCs (and lower power) may be a more versatile solution. In thispaper, focusing on an uplink scenario, we propose to take the optimization ofADC resolution one step further by enabling variable resolutions in the ADCsthat sample the signal received at each antenna. This allows to give more bitsto the antennas that capture the strongest incoming signal and fewer bits tothe antennas that capture little signal energy and mostly noise. Simulationresults show that, depending on the unquantized link SNR, a power saving in theorder of 20-80% can be obtained by our variable resolution proposal incomparison with a reference fully digital receiver with a fixed low number ofbits in all its ADCs.
机译:在基于mmWave或大规模多输入多输出(MIMO)的未来大容量无线系统中,接收器模数转换器(ADC)的功耗成为一个问题。尽管已经提出了具有较少ADC的混合或模拟系统,但是具有许多较低分辨率ADC(和较低功率)的全数字接收器可能是一种更加通用的解决方案。在本文中,针对上行链路情况,我们建议通过在采样每个天线接收信号的ADC中启用可变分辨率,使ADC分辨率的优化进一步向前迈进。这允许为捕获最强输入信号的天线提供更多位,而为捕获很少信号能量和大部分噪声的天线提供更少位。仿真结果表明,根据未量化的链路SNR,我们的可变分辨率提案与所有ADC中位数固定不变的参考全数字接收器相比,可以节省20-80%的功耗。

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