This paper proposes a multi-level cooperative architecture to balance the spectral efficiency and scalability of cell-free massive multiple-input multiple-output (MIMO) systems. In the proposed architecture, spatial expansion units (SEUs) are introduced to avoid a large amount of computation at the access points (APs) and increase the degree of cooperation among APs. We first derive the closed-form expressions of the uplink user achievable rates under multi-level cooperative architecture with maximal ratio combination (MRC) and zero-forcing (ZF) receivers. The accuracy of the closed-form expressions is verified. Moreover, numerical results have demonstrated that the proposed multi-level cooperative architecture achieves a better trade-off between spectral efficiency and scalability than other forms of cell-free massive MIMO architectures.
翻译:本文件提出一个多层次合作架构,以平衡无细胞的大规模多投入多产出(MIMO)系统的光谱效率和可扩缩性。在拟议架构中,引入了空间扩张单位以避免在接入点进行大量计算,并提高APs之间的合作程度。我们首先从多层次合作架构下以最大比率组合(MRC)和零推进(ZF)接收器(MIMO)的封闭式用户可实现率表达方式得出了高链接用户可实现率的封闭式表达方式。对封闭式表达方式的准确性进行了核实。此外,数字结果表明,拟议的多层次合作架构在光谱效率和可扩缩性之间比其他形式的无细胞大型IMO结构实现更好的权衡。