Robust Uplink Communications over Fading Channels with Variable Backhaul Connectivity

TL;DR

This paper investigates robust uplink communication strategies over fading channels with variable backhaul connectivity, proposing coding and compression techniques that improve throughput under uncertain network conditions.

Contribution

It introduces a novel approach combining broadcast coding and layered compression to enhance robustness in variable backhaul scenarios.

Findings

Proposed strategies outperform traditional methods in fading environments.

Derived bounds on achievable throughput considering backhaul variability.

Numerical results validate the effectiveness of the proposed approach.

Abstract

Two mobile users communicate with a central decoder via two base stations. Communication between the mobile users and the base stations takes place over a Gaussian interference channel with constant channel gains or quasi-static fading. Instead, the base stations are connected to the central decoder through orthogonal finite-capacity links, whose connectivity is subject to random fluctuations. There is only receive-side channel state information, and hence the mobile users are unaware of the channel state and of the backhaul connectivity state, while the base stations know the fading coefficients but are uncertain about the backhaul links' state. The base stations are oblivious to the mobile users' codebooks and employ compress-and-forward to relay information to the central decoder. Upper and lower bounds are derived on average achievable throughput with respect to the prior distribution of the fading coefficients and of the backhaul links' states. The lower bounds are obtained by proposing strategies that combine the broadcast coding approach and layered distributed compression techniques. The upper bound is obtained by assuming that all the nodes know the channel state. Numerical results confirm the advantages of the proposed approach with respect to conventional non-robust strategies in both scenarios with and without fading.