Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases

Author:

Giannopoulos Anastasios1ORCID,Spantideas Sotirios1,Kapsalis Nikolaos1,Gkonis Panagiotis2ORCID,Sarakis Lambros2ORCID,Capsalis Christos3,Vecchio Massimo4ORCID,Trakadas Panagiotis1ORCID

Affiliation:

1. Department of Ports Management and Shipping, National and Kapodistrian University of Athens, Euboea, Greece

2. Department of Digital Industry Technologies, National and Kapodistrian University of Athens, Euboea, Greece

3. School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece

4. Fondazione Bruno Kessler, Trento, Italy

Funder

European Commission through the Affordable5G Project

Horizon 2020 and 5G-PPP Programs

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhancing Vehicular Networks With Hierarchical O-RAN Slicing and Federated DRL;IEEE Transactions on Green Communications and Networking;2024-09

2. ORAN-B5G: A Next-Generation Open Radio Access Network Architecture With Machine Learning for Beyond 5G in Industrial 5.0;IEEE Transactions on Green Communications and Networking;2024-09

3. Misconfiguration in O-RAN: Analysis of the impact of AI/ML;Computer Networks;2024-06

4. Machine Learning for Geospatial Analysis;Advances in Geospatial Technologies;2024-05-10

5. Validation of Digital Subcarriers Coherent Transceivers for Mobile Transport Applications in 5G Radio Access Networks;2024 International Conference on Optical Network Design and Modeling (ONDM);2024-05-06

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