26 Apr 2024 | Michele Polese, Leonardo Bonati, Salvatore D'Oro, Pedram Johari, Davide Villa, Sakthivel Velumani, Rajeev Gangula, Maria Tsampazi, Clifton Paul Robinson, Gabriele Gemmi, Andrea Lacava, Stefano Maxenti, Hai Cheng, Tommaso Melodia
The paper "Colosseum: The Open RAN Digital Twin" by Michele Polese et al. discusses the transformation of cellular systems through the Open Radio Access Network (RAN) paradigm, emphasizing openness, softwarization, programmability, interoperability, and intelligence. The authors highlight the challenges in realizing the Open RAN vision, including the need for datasets, testing facilities, continuous software validation, and automated integration. They introduce Colosseum, the world's largest wireless network emulator with hardware-in-the-loop capabilities, as a solution to address these challenges. Colosseum provides a digital twin platform that enables high-fidelity channel and traffic emulation, end-to-end protocol stack twinning, and automated testing and validation. The paper details the infrastructure and capabilities of Colosseum, including its channel emulator, AI/ML infrastructure, and automation pipelines. It also reviews open-source protocol stacks like OpenAirInterface and srsRAN, and discusses methods for real-world RF scenario twinning. The authors showcase various use cases implemented on Colosseum, such as intelligent network slicing, real-time spectrum sharing, explainable AI, Integrated Access and Backhaul (IAB) optimization, and jamming and fingerprinting. Additionally, they explore the role of Colosseum in testing and integrating interoperable Open RAN systems and the state of the art in digital twins and experimental frameworks for Open RAN. The paper concludes by emphasizing Colosseum's potential as a comprehensive resource for researchers and practitioners in the field of Open RAN.The paper "Colosseum: The Open RAN Digital Twin" by Michele Polese et al. discusses the transformation of cellular systems through the Open Radio Access Network (RAN) paradigm, emphasizing openness, softwarization, programmability, interoperability, and intelligence. The authors highlight the challenges in realizing the Open RAN vision, including the need for datasets, testing facilities, continuous software validation, and automated integration. They introduce Colosseum, the world's largest wireless network emulator with hardware-in-the-loop capabilities, as a solution to address these challenges. Colosseum provides a digital twin platform that enables high-fidelity channel and traffic emulation, end-to-end protocol stack twinning, and automated testing and validation. The paper details the infrastructure and capabilities of Colosseum, including its channel emulator, AI/ML infrastructure, and automation pipelines. It also reviews open-source protocol stacks like OpenAirInterface and srsRAN, and discusses methods for real-world RF scenario twinning. The authors showcase various use cases implemented on Colosseum, such as intelligent network slicing, real-time spectrum sharing, explainable AI, Integrated Access and Backhaul (IAB) optimization, and jamming and fingerprinting. Additionally, they explore the role of Colosseum in testing and integrating interoperable Open RAN systems and the state of the art in digital twins and experimental frameworks for Open RAN. The paper concludes by emphasizing Colosseum's potential as a comprehensive resource for researchers and practitioners in the field of Open RAN.