Joint Routing, Resource Allocation, and Energy Optimization for Integrated Access and Backhaul with Open RAN
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| Main Authors: | , , , , , , , , |
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| Format: | Preprint |
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2025
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| _version_ | 1866918474704486400 |
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| author | Prasad, Reshma Elkael, Maxime Gemmi, Gabriele Bushnaq, Osama M. Mishra, Debashisha Raut, Prasanna Simonjan, Jennifer Polese, Michele Melodia, Tommaso |
| author_facet | Prasad, Reshma Elkael, Maxime Gemmi, Gabriele Bushnaq, Osama M. Mishra, Debashisha Raut, Prasanna Simonjan, Jennifer Polese, Michele Melodia, Tommaso |
| contents | As networks evolve towards 6G, Mobile Network Operators (MNOs) must accommodate diverse requirements and at the same time manage rising energy consumption. Integrated Access and Backhaul (IAB) networks facilitate dense cellular deployments with reduced infrastructure complexity. However, the multi-hop wireless backhauling in IAB networks necessitates proper routing and resource allocation decisions to meet the performance requirements. At the same time, cell densification makes energy optimization crucial. This paper addresses the joint optimization of routing and resource allocation in IAB networks through two distinct objectives: energy minimization and throughput maximization. We develop a novel capacity model that links power levels to achievable data rates. We propose two practical large-scale approaches to solve the optimization problems and leverage the closed-loop control framework introduced by the Open Radio Access Network (O-RAN) architecture to integrate the solutions. The approaches are evaluated on diverse scenarios built upon open data of two months of traffic collected by network operators in the city of Milan, Italy. Results show that the proposed approaches effectively reduces number of activated nodes to save energy and achieves approximately 100 Mbps of minimum data rate per User Equipment (UE) during peak hours of the day using spectrum within the Frequency Range (FR) 3, or upper midband. The results validate the practical applicability of our framework for next-generation IAB network deployment and optimization. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_05467 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Joint Routing, Resource Allocation, and Energy Optimization for Integrated Access and Backhaul with Open RAN Prasad, Reshma Elkael, Maxime Gemmi, Gabriele Bushnaq, Osama M. Mishra, Debashisha Raut, Prasanna Simonjan, Jennifer Polese, Michele Melodia, Tommaso Networking and Internet Architecture As networks evolve towards 6G, Mobile Network Operators (MNOs) must accommodate diverse requirements and at the same time manage rising energy consumption. Integrated Access and Backhaul (IAB) networks facilitate dense cellular deployments with reduced infrastructure complexity. However, the multi-hop wireless backhauling in IAB networks necessitates proper routing and resource allocation decisions to meet the performance requirements. At the same time, cell densification makes energy optimization crucial. This paper addresses the joint optimization of routing and resource allocation in IAB networks through two distinct objectives: energy minimization and throughput maximization. We develop a novel capacity model that links power levels to achievable data rates. We propose two practical large-scale approaches to solve the optimization problems and leverage the closed-loop control framework introduced by the Open Radio Access Network (O-RAN) architecture to integrate the solutions. The approaches are evaluated on diverse scenarios built upon open data of two months of traffic collected by network operators in the city of Milan, Italy. Results show that the proposed approaches effectively reduces number of activated nodes to save energy and achieves approximately 100 Mbps of minimum data rate per User Equipment (UE) during peak hours of the day using spectrum within the Frequency Range (FR) 3, or upper midband. The results validate the practical applicability of our framework for next-generation IAB network deployment and optimization. |
| title | Joint Routing, Resource Allocation, and Energy Optimization for Integrated Access and Backhaul with Open RAN |
| topic | Networking and Internet Architecture |
| url | https://arxiv.org/abs/2509.05467 |