论文标题
非常大规模阵列通信的近场空间相关
Near-Field Spatial Correlation for Extremely Large-Scale Array Communications
论文作者
论文摘要
非常大的阵列(XL-Array)通信对应于天线尺寸如此之大的系统,以至于散点机和/或用户不再位于远场区域。通过丢弃常规的远场均匀平面波(UPW)假设,通过考虑更通用的非均匀球形波(NUSW)特性,该字母研究了XL阵列通信的近场空间相关性。据揭示,与仅取决于功率角光谱(PAS)的远场通道空间相关性不同,近场空间相关取决于散射的功率分布,而不仅仅是其到达角度的特征,而且还取决于散点器的距离,而散射器的距离也被称为power postermoty spectrum(PLS)。根据散射器的位置分布,将新型的积分表达得出,用于近场空间相关性,其中包括远场空间相关性作为一种特殊情况。结果表明,与远场情况不同,近场空间相关不再表现出空间平稳性,因为每对天线的相关系数取决于其特定位置,而不是仅相对距离。为了获得进一步的见解,我们通过允许弹圈中心的位置而不是与阵列中心相吻合,从而提出了一个通用的单圈模型,例如传统的单圈模型。提供数值结果以显示XL阵列通信的近场空间相关建模的必要性。
Extremely large-scale array (XL-array) communications correspond to systems whose antenna sizes are so large that the scatterers and/or users may no longer be located in the far-field region. By discarding the conventional far-field uniform plane wave (UPW) assumption, this letter studies the near-field spatial correlation of XL-array communications, by taking into account the more generic non-uniform spherical wave (NUSW) characteristics. It is revealed that different from the far-field channel spatial correlation which only depends on the power angular spectrum (PAS), the near-field spatial correlation depends on the scattered power distribution not just characterized by their arriving angles, but also by the scatterers' distances, which is termed as power location spectrum (PLS). A novel integral expression is derived for the near-field spatial correlation in terms of the scatterers' location distribution, which includes the far-field spatial correlation as a special case. The result shows that different from the far-field case, the near-field spatial correlation no longer exhibits spatial stationarity in general, since the correlation coefficient for each pair of antennas depends on their specific positions, rather than their relative distance only. To gain further insights, we propose a generalized one-ring model for scatterer distribution, by allowing the ring center to be flexibly located rather than coinciding with the array center as in the conventional one-ring model. Numerical results are provided to show the necessity of the near-field spatial correlation modelling for XL-array communications.