A Survey on Open Radio Access Networks: Challenges, Research Directions, and Open Source Approaches
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Abstract (arXiv)
The open radio access network (RAN) aims to bring openness and intelligence to the traditional closed and proprietary RAN technology and offer flexibility, performance improvement, and cost-efficiency in the RAN deployment and operation. This paper provides a comprehensive survey of the open RAN development. We briefly summarized the RAN evolution history and the state-of-the-art technologies applied in open RAN. The open RAN-related projects, activities, and standardization is then discussed. We then summarize the challenges and future research directions required to support the open RAN. Finally, we discuss some solutions to tackle these issues from the open source's perspective.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 19 Aug 2022.
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Citing papers per year: 2024: 1; 2025: 5; 2026: 1.
7 papers.
- 2025Intent-Based Network for RAN Management with Large Language Modelscited by 7
- 2026ML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunitiescited by 4
- 2025AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Componentscited by 3
- 2025Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xAppcited by 2
- 2025The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Networkcited by 2
- 2024Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Servicescited by 1
- 2025AI-Native Open RAN for Non-Terrestrial Networks: An Overviewcited by 1
- 2026ML-Enabled Open RAN: A Comprehensive Survey of Architectures, Challenges, and Opportunities27 Mar 2026
- 2025The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Network27 Aug 2025
- 2025Intent-Based Network for RAN Management with Large Language Models17 Jul 2025
- 2025AI-Native Open RAN for Non-Terrestrial Networks: An Overview16 Jul 2025
- 2025AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components11 Jun 2025
- 2025Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp3 May 2025
- 2024Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services20 Oct 2024