Hardware Acceleration for Open Radio Access Networks: A Contemporary Overview
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Abstract (arXiv)
Radio access networks (RAN) are going through a paradigm shift towards interoperable, intelligent, software-defined, and cloud-native open RAN solutions. A key challenge towards the adoption and deployment of open RAN at scale is performance. Hence, it is critical to leverage the power of hardware acceleration to offload compute-heavy RAN workloads to specialized hardware devices to enable accelerated compute for open RAN deployments. In this article, we provide a state-of-the-art overview of hardware acceleration for open RAN in the fifth generation (5G) wireless networks. We also present a practical implementation of inline hardware acceleration for open RAN layer 1 processing and identify several areas for future exploration towards the sixth generation (6G) wireless networks.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 16 May 2023.
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Citing papers per year: 2024: 1; 2025: 2; 2026: 1.
4 papers.
- 2025AI-RAN: Transforming RAN with AI-driven Computing Infrastructurecited by 14
- 2025Beyond Connectivity: An Open Architecture for AI-RAN Convergence in 6Gcited by 10
- 2024Online Frequency Scheduling by Learning Parallel Actionscited by 0
- 2026AI-RAN on NPUs: Baseband Processing Without Baseband Chipscited by 0
- 2026AI-RAN on NPUs: Baseband Processing Without Baseband Chips5 Jul 2026
- 2025Beyond Connectivity: An Open Architecture for AI-RAN Convergence in 6G9 Jul 2025
- 2025AI-RAN: Transforming RAN with AI-driven Computing Infrastructure15 Jan 2025
- 2024Online Frequency Scheduling by Learning Parallel Actions7 Jun 2024