作者
Junyoung Nam, Giuseppe Caire, Mérouane Debbah, H Vincent Poor
发表日期
2019/12/20
期刊
IEEE Transactions on Information Theory
卷号
66
期号
5
页码范围
3040-3064
出版商
IEEE
简介
This paper investigates the capacity scaling of multicell massive MIMO systems in the presence of spatially correlated fading. In particular, we focus on the strong spatial correlation regimes where the covariance matrix of each user channel vector has a rank that scales sublinearly with the number of base station antennas, as the latter grows to infinity. We also consider the case where the covariance eigenvectors corresponding to the non-zero eigenvalues span randomly selected subspaces. For this channel model, referred to as the “random sparse angular support” model, we characterize the asymptotic capacity scaling law in the limit of large number of antennas. To achieve the asymptotic capacity results, statistical spatial despreading based on the second-order channel statistics plays a pivotal role in terms of pilot decontamination and interference suppression. A remarkable result is that even when the number …
引用总数
2019202020212022202324144
学术搜索中的文章
J Nam, G Caire, M Debbah, HV Poor - IEEE Transactions on Information Theory, 2019