The pilot contamination in cell-free massive multiple-input-multiple-output (CF-mMIMO) must be addressed for accommodating a large number of users. We have investigated a decontamination method called subspace projection (SP). The SP separates interference from co-pilot users by using the orthogonality of subspaces of each users' principal components. The SP based decontamination has a potential to further improve spectral efficiency (SE), which is limited by a non-overloaded pilot assignment (PA) rule where each radio unit (RU) does not assign the same pilot to different users. Motivated by this limitation, this paper introduces semi-overloaded and overloaded PA methods adjusted for the decontamination in order to improve the sum SE of CF systems. Numerical simulations show that the overloaded and semi-overloaded PA give higher SE than that of non-overloaded PA at a high user density scenario.
翻译:在无细胞的大规模多投入产出(CF-mMIMO)中的试验污染必须解决,以便容纳大量用户。我们已经调查了一种称为子空间投射(SP)的除污方法。SP通过使用每个用户主要部件的子空间的正方位,将干扰从共同试验用户分离出来。SP的除污有可能进一步提高光谱效率(SE),这种效率受到非超载试验任务(PA)规则的限制,因为每个无线电单位(RU)不向不同的用户指派同一飞行员。受这一限制的影响,本文采用了半超载和超载的PA方法来进行除污处理,以改进SEF系统的总和。数字模拟显示,超载和半超载的PA在高用户密度情况下比非超载的PA的PA具有更高的SE。