Initial Access Optimization for RIS-assisted Millimeter Wave Wireless Networks

TL;DR

This paper proposes an optimization method for initial access in RIS-assisted millimeter wave networks, reducing delay by intelligently selecting beams using advanced mathematical techniques.

Contribution

It introduces a novel joint optimization approach combining alternating optimization and SDR to minimize initial access delay in RIS-enabled wireless systems.

Findings

Our scheme outperforms traditional beam sweeping in reducing access delay.

The proposed method effectively leverages RIS to enhance initial access efficiency.

Numerical results demonstrate significant improvements over conventional protocols.

Abstract

Reconfigurable Intelligent Surfaces (RIS) are considered a key enabler to achieve the vision of Smart Radio Environments, where the propagation environment can be programmed and controlled to enhance the efficiency of wireless systems. These surfaces correspond to planar sheets comprising a large number of small and low-cost reflecting elements whose parameters are adaptively selected with a programmable controller. Hence, by optimizing these coefficients, the information signals can be directed in a customized fashion. On the other hand, the initial access procedure used in 5G is beam sweeping, where the base station sequentially changes the active beam direction in order to scan all users in the cell. This conventional protocol results in an initial access latency. The aim of this paper is to minimize this delay by optimizing the activated beams in each timeslot, while leveraging the presence of the RIS in the network. The problem is formulated as a hard optimization problem. We propose an efficient solution based on jointly alternating optimization and Semi Definite Relaxation (SDR) techniques. Numerical results are provided to assess the superiority of our scheme as compared to conventional beam sweeping.