Dashboard Deployment of 5G O-RAN Small cells: Optimized system and Transceiver App for srsRAN

This paper presents the development of an efficient and adaptable Radio Access Network (RAN) key performance indicators (KPIs) dashboard and transceiver application for O-RAN-based 5G small cell networks. This testbed deployment in srsRAN open source project. The solution integrates real-time data from Near-Real-Time (NRT) RAN controllers and provides a complete view of Open radio units (O-RUs) and Open distributed units (O-DUs) dedicated client applications with custom metrics from User Equipment (UE) in real-time, enhancement of monitoring capabilities. Using Artificial Intelligence (AI), the dashboard makes it easier to optimize the performance of individual small cells. This integration aims to improve 5G small cell network operations and maintenance (O&M), delivering significant improvements in network troubleshooting and service performance testing shows that the solution provides the ability to diagnose problems and improve network efficiency rapidly.

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Publication Details

Published
2024-10-15
DOI
https://doi.org/10.1109/fnwf63303.2024.11028733
Primary Topic
Advanced MIMO Systems Optimization
Type
article
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article

Dashboard Deployment of 5G O-RAN Small cells: Optimized system and Transceiver App for srsRAN

Muhammad Ammar, Khalid Al-Mashouq, Atef A. Aburas, Akram Aburas et al.
1 links
Advanced MIMO Systems Optimization
article

Dashboard Deployment of 5G O-RAN Small cells: Optimized system and Transceiver App for srsRAN

Muhammad Ammar, Khalid Al-Mashouq, Atef A. Aburas, Akram Aburas, Ali Ahmed
article en

Abstract

This paper presents the development of an efficient and adaptable Radio Access Network (RAN) key performance indicators (KPIs) dashboard and transceiver application for O-RAN-based 5G small cell networks. This testbed deployment in srsRAN open source project. The solution integrates real-time data from Near-Real-Time (NRT) RAN controllers and provides a complete view of Open radio units (O-RUs) and Open distributed units (O-DUs) dedicated client applications with custom metrics from User Equipment (UE) in real-time, enhancement of monitoring capabilities. Using Artificial Intelligence (AI), the dashboard makes it easier to optimize the performance of individual small cells. This integration aims to improve 5G small cell network operations and maintenance (O&M), delivering significant improvements in network troubleshooting and service performance testing shows that the solution provides the ability to diagnose problems and improve network efficiency rapidly.

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Advanced MIMO Systems Optimization
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Dashboard Deployment of 5G O-RAN Small cells: Optimized system and Transceiver App for srsRAN — Muhammad Ammar, Khalid Al-Mashouq, et al. · (2024) | TGRS Research Map | TGRS