Optimizing Multi-Cell Massive MIMO for Spectral Efficiency: How Many Users Should Be Scheduled?
Abstract
Massive MIMO is a promising technique to increase the spectral efficiency of cellular networks, by deploying antenna arrays with hundreds or thousands of active elements at the base stations and performing coherent beamforming. A common rule-of-thumb is that these systems should have an order of magnitude more antennas, , than scheduled users, , because the users' channels are then likely to be quasi-orthogonal. However, it has not been proved that this rule-of-thumb actually maximizes the spectral efficiency. In this paper, we analyze how the optimal number of scheduled users, , depends on and other system parameters. The value of in the large- regime is derived in closed form, while simulations are used to show what happens at finite , in different interference scenarios, and for different beamforming.
Cite
@article{arxiv.1410.3522,
title = {Optimizing Multi-Cell Massive MIMO for Spectral Efficiency: How Many Users Should Be Scheduled?},
author = {Emil Björnson and Erik G. Larsson and Mérouane Debbah},
journal= {arXiv preprint arXiv:1410.3522},
year = {2014}
}
Comments
Published at IEEE Global Conference on Signal and Information Processing (GlobalSIP 2014), 5 pages, 5 figures