This paper considers a single-cell massive MIMO (multiple-input multiple-output) system with dual-polarized antennas at both the base station and users. We study a channel model that takes into account several practical aspects that arise when utilizing dual-polarization, such as channel cross-polar discrimination (XPD) and cross-polar correlations (XPC) at the transmitter and receiver. We analyze uplink and downlink achievable spectral efficiencies (SE) with and without successive interference cancellation (SIC) for the linear minimum mean squared error (MMSE), zero-forcing (ZF), and maximum ratio (MR) combining/precoding schemes. In addition, we derive the statistical properties of the MMSE channel estimator for the dual-polarized channel model. These estimates are used to implement different precoding and combining schemes when the uplink and downlink SE expressions are calculated for the case. Closed-form uplink and downlink SE expressions for MR combining/precoding are derived. Based on these results, we also provide power control algorithms to maximize the uplink and downlink sum SEs. Moreover, we compare the SEs achieved in dual-polarized and uni-polarized setups numerically and evaluate the impact of XPD and XPC.
翻译:本文审议了一个单细胞大型MIMO(多输出多输出多输出)系统,该系统在基站和用户中都有双极天线,我们研究了一个频道模型,该模型考虑到在使用双极化时产生的若干实际方面,如在发射机和接收机使用双极歧视频道(XPD)和跨极相关关系(XPC)等。我们分析了上链和下链路可实现的光谱效率(SE),以及不连续取消线性最小正方差(MMSE)、零硬度(ZF)和最大混合/预译率(MR),我们从中推算出MMSE频道在使用双极化频道模型时产生的统计特性。这些估计数用于在计算SE的上链和下链表达时实施不同的预编码和组合。根据这些结果,我们还提供了权力控制算法,以最大限度地实现XPL的上链和下链和SEDGGA的双级总体影响。此外,我们还比较了SEPD在X级和SEA中实现的双极级和下链路。