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Coverage performance in multi-stream MIMO-ZFBF heterogeneous networks

机译:多流MIMO-ZFBF异构网络中的覆盖性能

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摘要

We study the coverage performance of multiantenna (MIMO) communications in heterogenous networks (HetNets). Our main focus is on open-loop and multi-stream MIMO zero-forcing beamforming (ZFBF) at the receiver. Network coverage is evaluated adopting tools from stochastic geometry. Besides fixed-rate transmission (FRT), we also consider adaptive-rate transmission (ART) while its coverage performance, despite its high relevance, has so far been overlooked. On the other hand, while the focus of the existing literature has solely been on the evaluation of coverage probability per stream, we target coverage probability per communication link — comprising multiple streams — which is shown to be a more conclusive performance metric in multi-stream MIMO systems. This, however, renders various analytical complexities rooted in statistical dependency among streams in each link. Using a rigorous analysis, we provide closed-form bounds on the coverage performance for FRT and ART. These bounds explicitly capture impacts of various system parameters including densities of BSs, SIR thresholds, and multiplexing gains. Our analytical results are further shown to cover popular closed-loop MIMO systems, such as eigen-beamforming and space-division multiple access (SDMA). The accuracy of our analysis is confirmed by extensive simulations. The findings in this paper shed light on several important aspects of dense MIMO HetNets: (i) increasing the multiplexing gains yields lower coverage performance; (ii) densifying network by installing an excessive number of lowpower femto BSs allows the growth of the multiplexing gain of high-power, low-density macro BSs without compromising the coverage performance; and (iii) for dense HetNets, the coverage probability does not increase with the increase of deployment densities.
机译:我们研究了异构网络(HetNets)中多天线(MIMO)通信的覆盖性能。我们的主要重点是接收机的开环和多流MIMO零强迫波束成形(ZFBF)。使用随机几何工具评估网络覆盖范围。除了固定速率传输(FRT)之外,我们还考虑了自适应速率传输(ART),尽管尽管它具有很高的相关性,但其覆盖范围性能迄今仍被忽略。另一方面,虽然现有文献的重点仅在于评估每个流的覆盖概率,但我们针对每个通信链路(包括多个流)的覆盖概率作为目标,这被证明是多流中更为确定的性能指标MIMO系统。但是,这导致了各种分析复杂性,这些复杂性源于每个链接中的流之间的统计依赖性。通过严格的分析,我们为FRT和ART的覆盖范围提供了封闭形式的界限。这些界限明确捕获了各种系统参数的影响,包括BS的密度,SIR阈值和多路复用增益。我们的分析结果进一步表明,它涵盖了流行的闭环MIMO系统,例如特征波束形成和空分多址(SDMA)。我们的分析的准确性被广泛的模拟所证实。本文的发现揭示了密集MIMO HetNet的几个重要方面:(i)增加复用增益会降低覆盖性能; (ii)通过安装过多的低功率毫微微BS来使网络致密,从而可以在不损害覆盖性能的情况下增加高功率,低密度宏BS的复用增益; (iii)对于密集的HetNet,覆盖概率不会随部署密度的增加而增加。

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