Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation
Bonati, Leonardo, Johari, Pedram, Polese, Michele, D'Oro, Salvatore, Mohanti, Subhramoy, Tehrani-Moayyed, Miead, Villa, Davide, Shrivastava, Shweta, Tassie, Chinenye, Yoder, Kurt, Bagga, Ajeet, Patel, Paresh, Petkov, Ventz, Seltser, Michael, Restuccia, Francesco, Gosain, Abhimanyu, Chowdhury, Kaushik R., Basagni, Stefano, Melodia, Tommaso
–arXiv.org Artificial Intelligence
Colosseum is an open-access and publicly-available large-scale wireless testbed for experimental research via virtualized and softwarized waveforms and protocol stacks on a fully programmable, "white-box" platform. Through 256 state-of-the-art Software-defined Radios and a Massive Channel Emulator core, Colosseum can model virtually any scenario, enabling the design, development and testing of solutions at scale in a variety of deployments and channel conditions. These Colosseum radio-frequency scenarios are reproduced through high-fidelity FPGA-based emulation with finite-impulse response filters. Filters model the taps of desired wireless channels and apply them to the signals generated by the radio nodes, faithfully mimicking the conditions of real-world wireless environments. In this paper we describe the architecture of Colosseum and its experimentation and emulation capabilities. We then demonstrate the effectiveness of Colosseum for experimental research at scale through exemplary use cases including prevailing wireless technologies (e.g., cellular and Wi-Fi) in spectrum sharing and unmanned aerial vehicle scenarios. A roadmap for Colosseum future updates concludes the paper.
arXiv.org Artificial Intelligence
Oct-20-2021
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