Adaptive Limited Feedback for Sum-Rate Maximizing Beamforming in Cooperative Multicell Systems

TL;DR

This paper proposes a limited feedback multicell beamforming strategy that efficiently shares CSI among base stations, maximizing sum-rate performance with practical feedback constraints in cooperative cellular systems.

Contribution

It introduces a novel feedback-bit allocation method and closed-form beamforming solutions that approach full CSI performance under limited feedback conditions.

Findings

Sum-rate performance close to full CSI with optimized feedback-bit allocation.

Derived upper bounds on sum-rate loss due to quantization.

Validated effectiveness through simulations in Wyner model setup.

Abstract

Base station cooperation improves the sum-rates that can be achieved in cellular systems. Conventional cooperation techniques require sharing large amounts of information over finite-capacity backhaul links and assume that base stations have full channel state information (CSI) of all the active users in the system. In this paper, a new limited feedback strategy is proposed for multicell beamforming where cooperation is restricted to sharing only the CSI of active users among base stations. The system setup considered is a linear array of cells based on the Wyner model. Each cell contains single-antenna users and multi-antenna base stations. Closed-form expressions for the beamforming vectors that approximately maximize the sum-rates in a multicell system are first presented, assuming full CSI at the transmitter. For the more practical case of a finite-bandwidth feedback link, CSI of the desired and interfering channels is quantized at the receiver before being fed back to the base station. An upper bound on the mean loss in sum rate due to random vector quantization is derived. A new feedback-bit allocation strategy, to partition the available bits between the desired and interfering channels, is developed to approximately minimize the mean loss in sum-rate due to quantization. The proposed feedback-bit partitioning algorithm is shown, using simulations, to yield sum-rates close to the those obtained using full CSI at base stations.