Radio access networks (RAN) are going through a paradigm shift towards interoperable, intelligent, softwaredefined, and cloud-native open RAN solutions. A key challenge towards the adoption and deployment of open RAN at scale is performance, since commercial RAN must meet stringent requirements in terms of capacity, data rate, latency, coverage, energy efficiency, reliability, and security, among others. To overcome the performance challenge, 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 an overview of state of the art of hardware acceleration for open RAN in the fifth generation (5G) cellular networks, by reviewing RAN architectural evolution, presenting the role of hardware acceleration in RAN, and introducing the latest O-RAN Alliance's development of acceleration abstraction layer. We also present a practical implementation of inline hardware acceleration for open RAN layer 1 processing and identify several areas for future exploration.
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Kundu et al. (2023) studied this question.
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