Effect of Receive Spatial Diversity on the Degrees of Freedom Region in Multi-Cell Random Beamforming

TL;DR

This paper analyzes how receive spatial diversity techniques like MMSE, matched filter, and antenna selection affect the sum-rate and degrees of freedom in multi-cell RBF systems with interference, providing closed-form SINR distributions and DoF region characterizations.

Contribution

It derives closed-form SINR distributions for different spatial diversity receivers and characterizes the DoF region in multi-cell RBF systems considering interference and user scaling.

Findings

MMSE receiver outperforms MF and AS in sum-rate.

The DoF region depends on the type of spatial receiver and user scaling.

Interference significantly impacts the achievable DoF in multi-cell RBF systems.

Abstract

The random beamforming (RBF) scheme, jointly applied with multi-user diversity based scheduling, is able to achieve virtually interference-free downlink transmissions with only partial channel state information (CSI) available at the transmitter. However, the impact of receive spatial diversity on the rate performance of RBF is not fully characterized yet even in a single-cell setup. In this paper, we study a multi-cell multiple-input multiple-output (MIMO) broadcast system with RBF applied at each base station (BS) and either the minimum-mean-square-error (MMSE), matched filter (MF), or antenna selection (AS) based spatial receiver employed at each mobile terminal. We investigate the effect of different spatial diversity receivers on the achievable sum-rate of multi-cell RBF systems subject to both the intra- and inter-cell interferences. We first derive closed-form expressions for the distributions of the receiver signal-to-interference-plus-noise ratio (SINR) with different spatial diversity techniques, based on which we compare their rate performances at finite signal-to-noise ratios (SNRs). We then investigate the asymptotically high-SNR regime and for a tractable analysis assume that the number of users in each cell scales in a certain order with the per-cell SNR as SNR goes to infinity. Under this setup, we characterize the degrees of freedom (DoF) region for multi-cell RBF systems with different types of spatial receivers, which consists of all the achievable DoF tuples for the individual sum-rate of all the cells. The DoF region analysis provides a succinct characterization of the interplays among the receive spatial diversity, multiuser diversity, spatial multiplexing gain, inter-/intra-cell interferences, and BSs' collaborative transmission.