Formowanie klastr\'ow obs{\l}uguj\k{a}cych w sieci 6g open ran o architekturze zorientowanej na u\.zytkownika

TL;DR

This paper proposes an algorithm for forming user-centric serving clusters in 6G Open RAN networks, significantly improving user throughput by leveraging cooperation between network components.

Contribution

It introduces a novel algorithm utilizing xApp and rApp cooperation for cluster formation in user-centric Open RAN, enhancing network performance.

Findings

16% increase in median user throughput

Effective cluster formation for user-centric networks

Improved performance over network-centric architectures

Abstract

One of the main challenges associated with the implementation of an Open RAN User-Centric Cell-Free network is the appropriate formulation of serving clusters. This problem can be effectively solved using a proposed algorithm that leverages cooperation between xApp and rApp. Simulation results have shown that the proposed solution allows for a 16% increase in the median of the user throughput distribution compared to the state-of-the-art network-centric architecture