Massive MIMO versus Small-Cell Systems: Spectral and Energy Efficiency Comparison

2016 IEEE International Conference on Communications (ICC)(2015)

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摘要
In this paper, we study the downlink performance of two important 5G network architectures, i.e. massive multiple-input multiple-output (M-MIMO) and small-cell densification. We propose a comparative modeling for the two systems, where the user and antenna/base station (BS) locations are distributed according to Poisson point processes (PPPs). We then leverage both the stochastic geometry results and large-system analytical tool to study the SIR distribution and the average Shannon and outage rates of each network. By comparing these results, we observe that for user-average spectral efficiency, small-cell densification is favorable in crowded areas with moderate to high user density and massive MIMO with low user density. However, small-cell systems outperform M-MIMO in all cases when the performance metric is the energy efficiency. The results of this paper are useful for the optimal design of practical 5G networks.
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关键词
massive MIMO,small-cell systems,energy efficiency,downlink performance,5G network architectures,massive multiple-input multiple-output,M-MIMO,base station locations,BS locations,Poisson point processes,PPP,SIR distribution,network outage rate,user-average spectral efficiency,small-cell densification,user density,antenna location distribution
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