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Journal Articles
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M. Tsampazi, S. D’Oro, M. Polese, L. Bonati, G. Poitau, M. Healy, M. Alavirad, and T. Melodia, "PandORA: Automated Design and Comprehensive Evaluation of Deep Reinforcement Learning Agents for Open RAN," IEEE Transactions on Mobile Computing, pp. 1-18, November 2024. [pdf] [bibtex]
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M. Polese, L. Bonati, S. D’Oro, P. Johari, D. Villa, S. Velumani, R. Gangula, M. Tsampazi, C. P. Robinson, G. Gemmi, A. Lacava, S. Maxenti, H. Cheng, and T. Melodia, "Colosseum: The Open RAN Digital Twin," IEEE Open Journal of the Communications Society, vol. 5, pp. 5452-5466, August 2024. [pdf] [bibtex]
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J. Groen, S. D’Oro, U. Demir, L. Bonati, M. Polese, T. Melodia, K.R. Chowdhury, "Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms," IEEE Network Magazine, pp. 1-7, July 2024. [pdf] [bibtex]
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D. Villa, I. Khan, F. Kaltenberger, N. Hedberg, R. Soares da Silva, S. Maxenti, L. Bonati, A. Kelkar, C. Dick, E. Baena, J.M. Jornet, T. Melodia, M. Polese, and D. Koutsonikolas, "X5G: An Open, Programmable, Multi-vendor, End-to-end, Private 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterface," arXiv:2406.15935 [cs.NI], pp. 1-15, June 2024. [pdf] [bibtex]
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P. Brach del Prever, S. D’Oro, L. Bonati, M. Polese, M. Tsampazi, H. Lehmann, and T. Melodia, "PACIFISTA: Conflict Evaluation and Management in Open RAN," arXiv:2405.04395 [cs.NI], pp. 1-12, May 2024. [pdf] [bibtex]
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J. Groen, S. D’Oro, U. Demir, L. Bonati, D. Villa, M. Polese, T. Melodia, and K. Chowdhury, "Securing O-RAN Open Interfaces," IEEE Transactions on Mobile Computing, pp. 1-13, April 2024. [pdf] [bibtex]
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L. Bonati, M. Polese, S. D’Oro, P. Brach del Prever, and T. Melodia, "5G-CT: Automated Deployment and Over-the-Air Testing of End-to-End Open Radio Access Networks," IEEE Communications Magazine, pp. 1-7, April 2024. [pdf] [bibtex]
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D. Villa, M. Tehrani-Moayyed, C. P. Robinson, L. Bonati, P. Johari, M. Polese, and T. Melodia, "Colosseum as a Digital Twin: Bridging Real-World Experimentation and Wireless Network Emulation," IEEE Transactions on Mobile Computing, pp. 1-17, January 2024. [pdf] [bibtex]
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S. D’Oro, L. Bonati, M. Polese, and T. Melodia, "OrchestRAN: Orchestrating Network Intelligence in the Open RAN," IEEE Transactions on Mobile Computing, pp. 1-16, December 2023. [pdf] [bibtex]
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C. Fiandrino, L. Bonati, S. D’Oro, M. Polese, T. Melodia, and J. Widmer, "EXPLORA: AI/ML EXPLainability for the Open RAN," Proceedings of the ACM on Networking, vol. 1, no. CoNEXT3, pp. 1-26, December 2023. AR 18.8%. [pdf] [bibtex]
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L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, "NeutRAN: An Open RAN Neutral Host Architecture for Zero-Touch RAN and Spectrum Sharing," IEEE Transactions on Mobile Computing, pp. 1-13, August 2023. [pdf] [bibtex]
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M. Polese, L. Bonati, S. D’Oro, S. Basagni, and T. Melodia, "Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges," IEEE Communications Surveys & Tutorials, pp. 1-23, January 2023. [pdf] [bibtex]
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L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, "OpenRAN Gym: AI/ML Development, Data Collection, and Testing for O-RAN on PAWR Platforms," Computer Networks, vol. 220, pp. 1-11, January 2023. [pdf] [bibtex]
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S. D’Oro, M. Polese, L. Bonati, H. Cheng, and T. Melodia, "dApps: Distributed Applications for Real-time Inference and Control in O-RAN," IEEE Communications Magazine, vol. 60, no. 11, pp. 52-58, November 2022. [pdf] [bibtex]
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M. Polese, L. Bonati, S. D’Oro, S. Basagni, and T. Melodia, "ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms," IEEE Transactions on Mobile Computing, pp. 1-14, July 2022. [pdf] [bibtex]
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L. Bonati, S. D’Oro, M. Polese, S. Basagni, and T. Melodia, "Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks," IEEE Communications Magazine, vol. 59, no. 10, pp. 21-27, October 2021. [pdf] [bibtex]
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S. D’Oro, L. Bonati, F. Restuccia, and T. Melodia, "Coordinated 5G Network Slicing: How Constructive Interference Can Boost Network Throughput," IEEE/ACM Transactions on Networking, vol. 29, no. 4, pp. 1881-1894, August 2021. [pdf] [bibtex]
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L. Ferranti, S. D’Oro, L. Bonati, F. Cuomo, and T. Melodia, "HIRO-NET: Heterogeneous Intelligent RObotic Network for Internet Sharing in Disaster Scenarios," IEEE Transactions on Mobile Computing, vol. 21, no. 12, pp. 4367-4380, May 2021. [pdf] [bibtex]
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L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, "Open, Programmable, and Virtualized 5G Networks: State-of-the-Art and the Road Ahead," Computer Networks, vol. 182, pp. 1-28, December 2020. [pdf] [bibtex]
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L. Bertizzolo, L. Bonati, E. Demirors, A. Al-shawabka, S. D’Oro, F. Restuccia, and T. Melodia, Tommaso, "Arena: A 64-antenna SDR-based Ceiling Grid Testing Platform for Sub-6 GHz 5G-and-Beyond Radio Spectrum Research," Computer Networks, vol. 181, pp. 1-17, November 2020. [pdf] [bibtex]
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L. Bonati, S. D’Oro, L. Bertizzolo, E. Demirors, Z. Guan, S. Basagni, and T. Melodia, "CellOS: Zero-touch Softwarized Open Cellular Networks," Computer Networks, vol. 180, pp. 1-13, October 2020. [pdf] [bibtex]
Conference Proceedings
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H. Cheng, S. D’Oro, R. Gangula, S. Velumani, D. Villa, L. Bonati, M. Polese, T. Melodia, G. Arrobo, C. Maciocco, "ORANSlice: An Open Source 5G Network Slicing Platform for O-RAN," in Proceedings of ACM Workshop on Open AI and Open RAN (Open AI RAN), Washington, D.C., USA, November 2024. [pdf]
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L. Bonati, R. Shirkhani, C. Fiandrino, S. Maxenti, S. D’Oro, M. Polese, T. Melodia, "Twinning Commercial Network Traces on Experimental Open RAN Platforms," in Proceedings of ACM WiNTECH, Washington, DC, USA, November 2024. [pdf] [bibtex]
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S. Maxenti, S. D’Oro, L. Bonati, M. Polese, A. Capone, and T. Melodia, "ScalO-RAN: Energy-aware Network Intelligence Scaling in Open RAN," in Proceedings of IEEE INFOCOM, Vancouver, BC, Canada, May 2024. AR 19.6%. [pdf] [bibtex]
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M. Tsampazi, S. D’Oro, M. Polese, L. Bonati, G. Poitau, M. Healy, and T. Melodia, "A Comparative Analysis of Deep Reinforcement Learning-based xApps in O-RAN," in Proceedings of IEEE GLOBECOM, Kuala Lumpur, Malaysia, December 2023. [pdf] [bibtex]
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D. Villa, D. Uvaydov, L. Bonati, P. Johari, J.M. Jornet, and T. Melodia, "Twinning Commercial Radio Waveforms in the Colosseum Wireless Network Emulator," in Proceedings of ACM WiNTECH, Madrid, Spain, October 2023. [pdf] [bibtex]
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A. Pinto, A. Ashdown, T. Hassan, H. Cheng, F. Esposito, L. Bonati, S. D’Oro, T. Melodia, and F. Restuccia, "Hercules: An Emulation-Based Framework for Transport Layer Measurements over 5G Wireless Networks," in Proceedings of ACM WiNTECH, Madrid, Spain, October 2023. [pdf] [bibtex]
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C. P. Robinson, L. Bonati, T. Van Nieuwstadt, P. Johari, M. Polese, H. Nguyen, C. Watson, and T. Melodia, "eSWORD: Implementation of Wireless Jamming Attacks in a Real-World Emulated Network," in Proceedings of IEEE WCNC, Glasgow, UK, March 2023. [pdf] [bibtex]
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L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, "Intelligent Closed-loop RAN Control with xApps in OpenRAN Gym," in Proceedings of IEEE European Wireless, Dresden, Germany, September 2022. [pdf] [bibtex]
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S. D’Oro, L. Bonati, M. Polese, and T. Melodia, "OrchestRAN: Network Automation through Orchestrated Intelligence in the Open RAN," in Proceedings of IEEE INFOCOM, Virtual Conference, May 2022. AR 19.9%. [pdf] [bibtex]
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L. Bonati, M. Polese, S. D’Oro, S. Basagni, and T. Melodia, "OpenRAN Gym: An Open Toolbox for Data Collection and Experimentation with AI in O-RAN," in Proceedings of IEEE WCNC Workshop on Open RAN Architecture for 5G Evolution and 6G, Austin, TX, USA, April 2022. [pdf] [bibtex]
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L. Bonati, P. Johari, M. Polese, S. D’Oro, S. Mohanti, M. Tehrani-Moayyed, D. Villa, S. Shrivastava, C. Tassie, K. Yoder, A. Bagga, P. Patel, V. Petkov, M. Seltser, F. Restuccia, A. Gosain, K.R. Chowdhury, S. Basagni, and T. Melodia, "Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation," in Proceedings of IEEE DySPAN, Virtual Conference, December 2021. [pdf] [bibtex]
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B. Casasole, L. Bonati, S. D’Oro, S. Basagni, A. Capone, and T. Melodia, "QCell: Self-optimization of Softwarized 5G Networks through Deep Q-learning," in Proceedings of IEEE GLOBECOM, Madrid, Spain, December 2021. [pdf] [bibtex]
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T. Melodia, S. Basagni, K.R. Chowdhury, A. Gosain, M. Polese, P. Johari, and L. Bonati, "Colosseum, the World’s Largest Wireless Network Emulator," in Proceedings of ACM MobiCom, New Orleans, LA, USA, October 2021. [pdf] [bibtex]
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L. Bonati, S. D’Oro, B. Stefano, T. Melodia, "SCOPE: An Open and Softwarized Prototyping Platform for NextG Systems," in Proceedings of ACM MobiSys, Virtual Conference, June 2021. AR 21.7%. [pdf] [bibtex]
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M. Tehrani-Moayyed, L. Bonati, P. Johari, T. Melodia, and S. Basagni, "Creating RF Scenarios for Large-Scale, Real-Time Wireless Channel Emulators," in Proceedings of IEEE MedComNet, Virtual Conference, June 2021. [pdf] [bibtex]
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L. Bonati, S. D’Oro, F. Restuccia, S. Basagni, and T. Melodia, "SteaLTE: Private 5G Cellular Connectivity as a Service with Full-stack Wireless Steganography," in Proceedings of IEEE INFOCOM, Virtual Conference, May 2021. AR 19.7%. [pdf] [bibtex]
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S. D’Oro, L. Bonati, F. Restuccia, M. Polese, M. Zorzi, and T. Melodia, "Sl-EDGE: Network Slicing at the Edge," in Proceedings of ACM Mobihoc, Virtual Conference, October 2020. AR 15%. [pdf] [bibtex]
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M. Polese, L. Bertizzolo, L. Bonati, A. Gosain, and T. Melodia, "An Experimental mmWave Channel Model for UAV-to-UAV Communications," in Proceedings of ACM mmNets, London, United Kingdom, September 2020. [pdf] [bibtex]
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L. Ferranti, L. Bonati, S. D’Oro, and T. Melodia, "SkyCell: A Prototyping Platform for 5G Aerial Base Stations," in Proceedings of IEEE SwarmNet, Virtual Conference, August 2020. [pdf] [bibtex]
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L. Bertizzolo, S. D’Oro, L. Ferranti, L. Bonati, E. Demirors, Z. Guan, T. Melodia, and S. Pudlewski, "SwarmControl: An Automated Distributed Control Framework for Self-Optimizing Drone Networks," in Proceedings of IEEE INFOCOM, Virtual Conference, July 2020. 19.8%. [pdf] [bibtex]
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F. D’Alterio, L. Ferranti, L. Bonati, F. Cuomo, and T. Melodia, "Quality Aware Aerial-to-Ground 5G Cells through Open-Source Software," in Proceedings of IEEE GLOBECOM, Waikoloa, HI, USA, December 2019. [pdf] [bibtex]
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L. Bertizzolo, M. Polese, L. Bonati, A. Gosain, M. Zorzi, and T. Melodia, "mmBAC: Location-Aided mmWave Backhaul Management for UAV-Based Aerial Cells," in Proceedings of ACM mmNets, Los Cabos, Mexico, October 2019. [pdf] [bibtex]
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L. Bertizzolo, L. Bonati, E. Demirors, and T. Melodia, "Arena: A 64-Antenna SDR-Based Ceiling Grid Testbed for Sub-6 GHz Radio Spectrum Research," in Proceedings of ACM WiNTECH, Los Cabos, Mexico, October 2019. Best Paper Award. [pdf] [bibtex]
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L. Ferranti, S. D’Oro, L. Bonati, E. Demirors, F. Cuomo, and T. Melodia, "HIRO-NET: Self-Organized Robotic Mesh Networking for Internet Sharing in Disaster Scenarios," in Proceedings of IEEE WoWMoM, Washington, D.C., USA, June 2019. Best Paper Award. [pdf] [bibtex]
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L. Bonati, A.F. Gambin, and M. Rossi, "Wireless Power Transfer under the Spotlight: Charging Terminals amid dense Cellular Networks," in Proceedings of IEEE WoWMoM, Macau, China, June 2017. [pdf] [bibtex]
Demo Papers
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R. Gangula, A. Lacava, M. Polese, S. D’Oro, L. Bonati, F. Kaltenberger, P. Johari, and T. Melodia, "Listen-While-Talking: Toward dApp-based Real-Time Spectrum Sharing in O-RAN," in Proceedings of the IEEE Military Communications Conference, Washington, DC, USA, October 2024. [pdf]
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D. Villa, D. Uvaydov, L. Bonati, P. Johari, J.M. Jornet, and T. Melodia, "Intelligent Radar Detection in CBRS Band in the Colosseum Wireless Network Emulator," arXiv:2309.08861 [cs.NI], September 2023. [pdf]
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L. Bertizzolo, L. Bonati, E. Demirors, and T. Melodia, "Arena: A 64-Antenna SDR-Based Ceiling Grid Testbed for Sub-6 GHz Radio Spectrum Research," in Proceedings of ACM WiNTECH, Los Cabos, Mexico, October 2019. [pdf] [bibtex]
Editorials
- L. Bonati, S. Basagni, and T. Melodia, "Editorial: Advances in Experimental Wireless Platforms and Systems," Computer Networks, vol. 203, pp. 1-2, February 2022.
Research Reports
- O-RAN next Generation Research Group (nGRG), "Research Report on Digital Twin RAN Use Cases (Report ID: RR-2024-07)," pp. 1-30, May 2024. [pdf]
Ph.D. Dissertation
- L. Bonati, "Softwarized Approaches for the Open RAN of NextG Cellular Networks," Ph.D. Dissertation, Northeastern University, August 2022. [pdf]
Patents
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T. Melodia, S. D’Oro, M. Polese, and L. Bonati, "Intelligence and Learning in O-RAN for 5G and 6G Cellular Networks," U.S. Patent No. 12,127,059. U.S. Patent and Trademark Office, October 2024. [link]
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S. D’Oro, T. Melodia, F. Restuccia, and L. Bonati, "Methods for Multi-Access Edge Computing Network Slicing in 5G Networks," U.S. Patent No. 12,127,006. U.S. Patent and Trademark Office, October 2024. [link]
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T. Melodia, L. Bonati, S. D’Oro, and F. Restuccia, "Private 5G Cellular Connectivity as a Service Through Full-Stack Wireless Steganography," U.S. Patent No. 12,120,096. U.S. Patent and Trademark Office, October 2024. [link]
Patent Applications
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S. D’Oro, L. Bonati, M. Polese, and T. Melodia, "Open RAN Adapter for Use of Open RAN Technologies on Legacy RAN Systems," Patent Application Publication US 2024-0235960, December 2023. [link]
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L. Bonati, M. Polese, S. D’Oro, and T. Melodia, "Radio Access Network (RAN) System for Optimized Spectrum Sharing," Patent Application Publication US 2024-0236691, August 2023. [link]
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T. Melodia, L. Bonati, and S. D’Oro, "Operating System for Software-Defined Cellular Networks," Patent Application Publication US 2022-0248238, October 2022. [link]