$K$--User Interference Channel with Backhaul Cooperation: DoF vs. Backhaul Load Trade--Off

TL;DR

This paper analyzes the trade-off between wireless channel degrees of freedom and backhaul communication load in multi-antenna $K$-user interference channels, establishing optimality of centralized schemes and limitations of distributed cooperation.

Contribution

It fully characterizes the DoF-backhaul load trade-off for even $K$ and approximately for odd $K$, introducing new outer-bounds and analyzing partial connectivity scenarios.

Findings

Optimal centralized scheme achieves full DoF with minimal backhaul load.

Distributed cooperation schemes do not scale with network size.

New outer-bound based on splitting collaborative nodes improves understanding of trade-offs.

Abstract

In this paper, we consider multiple-antenna $K$-user interference channels with backhaul collaboration in one side (among the transmitters or among the receivers) and investigate the trade-off between the rate in the channel versus the communication load in the backhaul. In this investigation, we focus on a first order approximation result, where the rate of the wireless channel is measured by the degrees of freedom (DoF) per user, and the load of the backhaul is measured by the entropy of backhaul messages per user normalized by $\log$ of transmit power, at high power regimes. This trade-off is fully characterized for the case of even values of $K$, and approximately characterized for the case of odd values of $K$, with vanishing approximation gap as $K$ grows. For full DoF, this result establishes the optimality (approximately) of the most straightforward scheme, called Centralized Scheme, in which the messages are collected at one of the nodes, centrally processed, and forwarded back to each node. In addition, this result shows that the gain of the schemes, relying on distributed processing, through pairwise communication among the nodes (e.g., cooperative alignment) does not scale with the size of the network. For the converse, we develop a new outer-bound on the trade-off based on splitting the set of collaborative nodes (transmitters or receivers) into two subsets, and assuming full cooperation within each group. In continue, we further investigate the trade-off for the cases, where the backhaul or the wireless links (interference channel) are not fully connected.