ProSAS: An O-RAN Approach to Spectrum Sharing between NR and LTE
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866917639232684032 |
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| author | Gopal, Sneihil Griffith, David Rouil, Richard A. Liu, Chunmei |
| author_facet | Gopal, Sneihil Griffith, David Rouil, Richard A. Liu, Chunmei |
| contents | The Open Radio Access Network (O-RAN), an industry-driven initiative, utilizes intelligent Radio Access Network (RAN) controllers and open interfaces to facilitate efficient spectrum sharing between LTE and NR RANs. In this paper, we introduce the Proactive Spectrum Adaptation Scheme (ProSAS), a data-driven, O-RAN-compatible spectrum sharing solution. ProSAS is an intelligent radio resource demand prediction and management scheme for intent-driven spectrum management that minimizes surplus or deficit experienced by both RANs. We illustrate the effectiveness of this solution using real-world LTE resource usage data and synthetically generated NR data. Lastly, we discuss a high-level O-RAN-compatible architecture of the proposed solution. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_09110 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | ProSAS: An O-RAN Approach to Spectrum Sharing between NR and LTE Gopal, Sneihil Griffith, David Rouil, Richard A. Liu, Chunmei Networking and Internet Architecture Artificial Intelligence The Open Radio Access Network (O-RAN), an industry-driven initiative, utilizes intelligent Radio Access Network (RAN) controllers and open interfaces to facilitate efficient spectrum sharing between LTE and NR RANs. In this paper, we introduce the Proactive Spectrum Adaptation Scheme (ProSAS), a data-driven, O-RAN-compatible spectrum sharing solution. ProSAS is an intelligent radio resource demand prediction and management scheme for intent-driven spectrum management that minimizes surplus or deficit experienced by both RANs. We illustrate the effectiveness of this solution using real-world LTE resource usage data and synthetically generated NR data. Lastly, we discuss a high-level O-RAN-compatible architecture of the proposed solution. |
| title | ProSAS: An O-RAN Approach to Spectrum Sharing between NR and LTE |
| topic | Networking and Internet Architecture Artificial Intelligence |
| url | https://arxiv.org/abs/2404.09110 |