Intelligent User Localization Application in Open-RAN Framework

In this paper, we propose an intelligent user localization application that adjusts based on the number of active base stations in the mobile network. To achieve this, we collect mobile network data using a simulator that supports the Open-RAN framework. Evaluation results demonstrate that the proposed application accurately predicts user locations when the number of active gNodeBs (gNBs) exceeds three.

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Published
2025-01-15
DOI
https://doi.org/10.1109/icoin63865.2025.10992935
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Intelligent User Localization Application in Open-RAN Framework

Sanghui Lee, Jaewook Lee
Robotics and Automated Systems
article

Intelligent User Localization Application in Open-RAN Framework

Sanghui Lee, Jaewook Lee
article en

Abstract

In this paper, we propose an intelligent user localization application that adjusts based on the number of active base stations in the mobile network. To achieve this, we collect mobile network data using a simulator that supports the Open-RAN framework. Evaluation results demonstrate that the proposed application accurately predicts user locations when the number of active gNodeBs (gNBs) exceeds three.

Pukyong National University (KR)
National Research Foundation, K2
Openalex Percentile: Top 89%
Robotics and Automated Systems
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Intelligent User Localization Application in Open-RAN Framework — Sanghui Lee, Jaewook Lee · (2025) | TGRS Research Map | TGRS