Energy-Efficient Interactive Beam-Alignment for Millimeter-Wave Networks

TL;DR

This paper develops an energy-efficient, interactive beam-alignment protocol for millimeter-wave networks that minimizes power consumption while ensuring minimum data rates, using optimal and heuristic strategies under different prior assumptions.

Contribution

It introduces a decoupled fractional beam-alignment method and a heuristic policy with performance guarantees, advancing beam-alignment efficiency in millimeter-wave communications.

Findings

Optimal fixed-length beam-alignment followed by data communication is demonstrated.

Decoupled fractional beam-alignment is shown to be optimal.

Numerical results show significant gains over existing methods, up to 14 dB improvement.

Abstract

Millimeter-wave will be a key technology in next-generation wireless networks thanks to abundant bandwidth availability. However, the use of large antenna arrays with beamforming demands precise beam-alignment between transmitter and receiver, and may entail huge overhead in mobile environments. This paper investigates the design of an optimal interactive beam-alignment and data communication protocol, with the goal of minimizing power consumption under a minimum rate constraint. The base-station selects beam-alignment or data communication and the beam parameters, based on feedback from the user-end. Based on the sectored antenna model and uniform prior on the angles of departure and arrival (AoD/AoA), the optimality of a fixed-length beam-alignment phase followed by a data-communication phase is demonstrated. Moreover, a decoupled fractional beam-alignment method is shown to be optimal, which decouples over time the alignment of AoD and AoA, and iteratively scans a fraction of their region of uncertainty. A heuristic policy is proposed for non-uniform prior on AoD/AoA, with provable performance guarantees, and it is shown that the uniform prior is the worst-case scenario. The performance degradation due to detection errors is studied analytically and via simulation. The numerical results with analog beams depict up to 4dB, 7.5dB, and 14 dB gains over a state-of-the-art bisection method, conventional and interactive exhaustive search policies, respectively, and demonstrate that the sectored model provides valuable insights for beam-alignment design.