Northeastern University Wireless Networks and Embedded Systems Lab

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Biography

Michele Polese [S’17-M’20] ​​is a Principal Research Scientist at the Institute for the Wireless Internet of Things, Northeastern University, Boston, since March 2020. He received his Ph.D. at the Department of Information Engineering of the University of Padova in 2020. He also was an adjunct professor and postdoctoral researcher in 2019/2020 at the University of Padova, and a part-time lecturer in Fall 2020 and 2021 at Northeastern University. During his Ph.D., he visited New York University (NYU), AT&T Labs in Bedminster, NJ, and Northeastern University.
His research interests are in the analysis and development of protocols and architectures for future generations of cellular networks (5G and beyond), in particular for millimeter-wave and terahertz networks, spectrum sharing and passive/active user coexistence, open RAN development, and the performance evaluation of end-to-end, complex networks. He has contributed to O-RAN technical specifications and submitted responses to multiple FCC and NTIA notice of inquiry and requests for comments, and is a member of the Committee on Radio Frequency Allocations of the American Meteorological Society (2022-2025). He collaborates and has collaborated with several academic and industrial research partners, including AT&T, Mavenir, NVIDIA, InterDigital, NYU, University of Aalborg, King's College, and NIST. He was awarded with several best paper awards, and is serving as TPC co-chair for WNS3 2021-2022, as an Associate Technical Editor for the IEEE Communications Magazine, and organized the Open 5G Forum in Fall 2021.

News

  • 09/2022: Check out the Call for Paper on Open RAN of IEEE JSAC, deadline 11/23: link.

  • 08/2022: Co-PI in the NSF Grant CNS 2225590 to enable mobile terahertz communications for 6G cellular networks.

  • 07/2022: Open6G launch with a grant from DOD's Innovate Beyond 5G Program.

  • 05/2022: Dynamic spectrum sharing between active and passive users above 100 GHz: new paper published on Nature's Communications Engineering. Paper, news article, blog post.

  • 04/2022: The O-RAN Software Community TOC has voted to include the E2 integration for ns-3 in the OSC. More news coming soon.

  • 03/2022: OpenRAN Gym is available - unleash your experimental O-RAN AI and ML research.

  • 02/2022: I have been appointed to serve on the Committee on Radio Frequency Allocations of the American Meteorological Society (2022-2025). Passive/active coexistence is a key area for future sensing (weather, climate, radio-astronomy) and communications, we discuss some implications for the spectrum above 100 GHz in this paper.

  • 11/2021: Check out the Open 5G Forum - November 17 and 18, free registration. Partially supported by an ACM SIGMOBILE grant.

  • 10/2021: We presented a demo at the Mobile World Congress in Los Angeles on intelligent control for O-RAN networks. It is also part of the O-RAN Alliance Virtual Exhibition.

  • 07/2021: The DeepBeam dataset and code are publicly available. This is the first 4 TB I/Q samples dataset at 60 GHz. The DeepBeam paper has been presented at ACM MobiHoc 2021.

  • 07/2021: I co-authored a change request that has been included in the O-RAN Working Group 3 Near-Real-time RAN Intelligent Controller E2 Service Model (E2SM) KPM specifications.

Research Interests

  • 5G/6G wireless networks

  • Spectrum sharing and active/passive user coexistence

  • mmWave and terahertz mobile networks

  • Performance evaluation of end-to-end, complex networks

  • Open source networking software

Publications

Articles in Journals

  • L. Bonati, M. Polese, S. D'Oro, S. Basagni, T. Melodia, "OpenRAN Gym: AI/ML Development, Data Collection, and Testing for O-RAN on PAWR Platforms," arXiv:2207.12362 [cs.NI], July 2022. [pdf] [bibtex]

  • M. Polese, V. Ariyarathna, P. Sen, J. V. Siles, F. Restuccia, T. Melodia, J. M. Jornet, "Dynamic spectrum sharing between active and passive users above 100 GHz", Communications Engineering 1, 6, Nature (2022) [pdf] [bibtex]

  • 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, 2022. [pdf] [bibtex]

  • M. Polese, L. Bonati, S. D'Oro, S. Basagni, T. Melodia, "Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges", arXiv:2202.01032 [cs.NI], February 2022. [pdf] [bibtex]

  • M. Polese, L. Bonati, S. D'Oro, S. Basagni, 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]

  • Michele Polese, Xavier Cantos-Roman, Arjun Singh, Michael J Marcus, Thomas J Maccarone, Tommaso Melodia, Josep M Jornet "Coexistence and Spectrum Sharing Above 100 GHz", arXiv:2110.15187 [cs.NI]. [pdf] [bibtex]

  • F. Gomez-Cuba, T. Zugno, J. Kim, M. Polese, S. Bahk, M. Zorzi, "Hybrid Beamforming in 5G mmWave Networks: a Full-stack Perspective", IEEE Transactions on Wireless Communications, 2021 (Early Access). [pdf] [bibtex]

  • M. Lecci, P. Testolina, M. Polese, M. Giordani, and M. Zorzi, "Accuracy vs. Complexity for mmWave Ray-Tracing: A Full Stack Perspective", IEEE Transactions on Wireless Communications, 2021 (Early Access). [pdf] [bibtex]

  • M. Pagin, T. Zugno, M. Polese, and M. Zorzi, "Resource Management for 5G NR Integrated Access and Backhaul: a Semi-centralized Approach", IEEE Transactions on Wireless Communications, 2021 (Early Access). [pdf] [bibtex]

  • M. Polese, P. Teymoori, J. Zhu, "Guest Editorial: Transport Layer Innovations for Future Networks", IEEE Communications Magazine, vol. 59, no. 4, pp. 14-15, April 2021. [pdf] [bibtex]

  • 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]

  • M. Polese, J. Jornet, T. Melodia, M. Zorzi, "Toward End-to-End, Full-Stack 6G Terahertz Networks", IEEE Communications Magazine, vol. 58, no. 11, pp. 48-54, December 2020. [pdf] [bibtex]

  • 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 (COMNET), vol. 182, August 2020. [pdf] [bibtex]

  • M. Polese, R. Jana, V. Kounev, K. Zhang, S. Deb, M. Zorzi, "Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks", IEEE Transactions on Mobile Computing, 2020 (Early Access). [pdf] [bibtex]

  • T. Zugno, M. Drago, M. Giordani, M. Polese, M. Zorzi, "Towards Standardization of Millimeter Wave Vehicle-to-Vehicle Networks: Open Challenges and Performance Evaluation", IEEE Communications Magazine, vol. 58, no. 9, pp. 79-85, September 2020. [pdf] [bibtex]

  • M. Polese, M. Giordani, T. Zugno, A. Roy, S. Goyal, D. Castor, M. Zorzi, "Integrated Access and Backhaul in 5G mmWave Networks: Potential and Challenges", in IEEE Communications Magazine, vol. 58, no. 3, pp. 62-68, March 2020. [pdf] [bibtex]

  • M. Giordani, M. Polese, M. Mezzavilla, S. Rangan and M. Zorzi, "Toward 6G Networks: Use Cases and Technologies", in IEEE Communications Magazine, vol. 58, no. 3, pp. 55-61, March 2020. [pdf] [bibtex]

  • F. Meneghello, M. Calore, D. Zucchetto, M. Polese, and A. Zanella, "IoT: Internet of Threats? A survey of practical security vulnerabilities in real IoT devices", in IEEE Internet of Things Journal, vol. 6, no. 5, pp. 8182-8201, Oct. 2019. [pdf] [bibtex]

  • M. Polese, F. Chiariotti, E. Bonetto, F. Rigotto, A. Zanella and M. Zorzi, "A Survey on Recent Advances in Transport Layer Protocols", in IEEE Communications Surveys & Tutorials, vol. 21, no. 4, pp. 3584-3608, Fourthquarter 2019. [pdf] [bibtex]

  • M.Zhang, M. Polese, M. Mezzavilla, J. Zhu, S. Rangan, S. Panwar, and M. Zorzi, "Will TCP Work in mmWave 5G Cellular Networks?", in IEEE Communications Magazine, vol. 57, no. 1, pp. 65-71, January 2019. [pdf] [bibtex]

  • M. Giordani, M. Polese, A. Roy, D. Castor and M. Zorzi, "Standalone and Non-Standalone Beam Management for 3GPP NR at mmWaves", in IEEE Communications Magazine, vol. 57, no. 4, pp. 123-129, April 2019. [pdf] [bibtex]

  • M. Giordani, M. Polese, A. Roy, D. Castor and M. Zorzi, "A Tutorial on Beam Management for 3GPP NR at mmWave Frequencies", in IEEE Communications Surveys & Tutorials, vol. 21, no. 1, pp. 173-196, Firstquarter 2019. [pdf] [bibtex]

  • M. Dalla Cia, F. Mason, D. Peron, F. Chiariotti, M. Polese, T. Mahmoodi, M. Zorzi, A. Zanella, "Using Smart City Data in 5G Self-Organizing Networks", in IEEE Internet of Things Journal, vol. 5, no. 2, pp. 645-654, April 2018. [pdf] [bibtex]

  • M. Mezzavilla, M. Zhang, M. Polese, R. Ford, S. Dutta, S. Rangan, M. Zorzi, "End-to-End Simulation of 5G mmWave Networks", in IEEE Communications Surveys & Tutorials, vol. 20, no. 3, pp. 2237-2263, Thirdquarter 2018. [pdf] [bibtex]

  • M. Mezzavilla, M. Polese, A. Zanella, A. Dhananjay, S. Rangan, C. Kessler, T. Rappaport, M. Zorzi, "Public Safety Communications above 6 GHz: Challenges and Opportunities", in IEEE Access, vol. 6, pp. 316-329, 2018. [pdf] [bibtex]

  • M. Polese, R. Jana, M. Zorzi, "TCP and MP-TCP in 5G mmWave Networks", in IEEE Internet Computing, vol. 21, no. 5, pp. 12-19, 2017. [pdf] [bibtex]

  • M. Polese, M. Giordani, M. Mezzavilla, S. Rangan and M. Zorzi, "Improved Handover Through Dual Connectivity in 5G mmWave Mobile Networks", in IEEE Journal on Selected Areas in Communications, vol. 35, no. 9, pp. 2069-2084, Sept. 2017. [pdf] [bibtex]

Conference Proceedings

  • P. Sen, J. Hall, M. Polese, V. Petrov, D. Bodet, F. Restuccia, T. Melodia, J. M. Jornet, "Terahertz Communications Can Work in Rain and Snow: Impact of Adverse Weather Conditions on Channels at 140 GHz," Proc. of ACM Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), Sidney, Australia, Oct 2022. [pdf]

  • E. Moro, M. Polese, I. Filippini, S. Basagni, A. Capone, T. Melodia, "IABEST: An Integrated Access and Backhaul 5G Testbed for Large-scale Experimentation," Proc. of ACM MobiCom Demos, Sidney, Australia, Oct 2022. [pdf]

  • L. Bonati, M. Polese, S. D'Oro, S. Basagni, T. Melodia, "Intelligent Closed-loop RAN Control with xApps in OpenRAN Gym," Proc. of European Wireless 2022, Dresden, Germany, September 2022. [pdf] [bibtex]

  • L. Bonati, M. Polese, S. D'Oro, S. Basagni, T. Melodia, "OpenRAN Gym: An Open Toolbox for Data Collection and Experimentation with AI in O-RAN," Proc. of IEEE WCNC Workshop on Open RAN Architecture for 5G Evolution and 6G, Austin, TX, USA, April 2022. [pdf] [bibtex]

  • S. D'Oro, L. Bonati, M. Polese, T. Melodia, "OrchestRAN: Network Automation through Orchestrated Intelligence in the Open RAN," Proc. of IEEE Intl. Conf. on Computer Communications (INFOCOM), May 2022. [pdf] [bibtex]

  • 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, T. Melodia, "Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation," Proc. of IEEE Intl. Symp. on Dynamic Spectrum Access Networks (DySPAN), Virtual Conference, December 2021. [pdf] [bibtex]

  • T. Melodia, S. Basagni, K.R. Chowdhury, A. Gosain, M. Polese, P. Johari, and L. Bonati, "Tutorial: Colosseum, the World’s Largest Wireless Network Emulator," in Proc. of ACM Intl. Conf. on Mobile Computing and Networking (MobiCom), New Orleans, LA, USA, October 2021. [pdf] [bibtex]

  • M. Polese, F. Restuccia, and T. Melodia, "DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks", Proc. of ACM Intl. Symp. on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc), July 2021. [pdf] [bibtex]

  • A. Ashtari Gargari, M. Polese, and M. Zorzi, "Full-stack Comparison of Channel Models for Networks Above 100 GHz in an Indoor Scenario," in Proc. of ACM Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), New Orleans, LA, US, Feb. 2022. [pdf] [bibtex]

  • F. Gomez-Cuba, T. Zugno, J. Kim, M. Polese, S. Bahk, M. Zorzi, "Full-stack Hybrid Beamforming in mmWave 5G Networks", Proc. of the 19th Mediterranean Communication and Computer Networking Conference (MedComNet 2021), June 2021. [pdf] [bibtex]

  • U. Paro, F. Chiariotti, A. Deshpande, M. Polese, A. Zanella, M. Zorzi, "Extending the ns-3 QUIC Module", in Proc. of the 23rd ACM Intl. Conf. on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM), Alicante, Spain, 2020. [pdf] [bibtex]

  • M. Polese, L. Bertizzolo, L. Bonati, A. Gosain, and T. Melodia, "An Experimental mmWave Channel Model for UAV-to-UAV Communications," in Proc. of ACM Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), London, UK, Sept. 2020. [pdf] [bibtex] [video] [dataset]

  • M. Lecci, M. Polese, C. Lai, J. Wang, C. Gentile, N. Golmie, M. Zorzi, "Quasi-Deterministic Channel Model for mmWaves: Mathematical Formalization and Validation", in Proc. of IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, 2020. [pdf] [bibtex]

  • T. Zugno, M. Drago, M. Polese, M. Giordani, M. Zorzi, "NR V2X Communications at Millimeter Waves: An End-to-End Performance Evaluation", in Proc. of IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, 2020. [pdf] [bibtex]

  • S. D'Oro, L. Bonati, F. Restuccia, M. Polese, M. Zorzi and T. Melodia, "Sl-EDGE: Network Slicing at the Edge", in Proc. of ACM Intl. Symp. on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc), October 2020. [pdf] [bibtex]

  • M. Pagin, F. Agostini, T. Zugno, M. Polese, M. Zorzi, "Enabling RAN Slicing Through Carrier Aggregation in mmWave Cellular Networks", in Proc. of the 18th Mediterranean Communication and Computer Networking Conference (MedComNet 2020), June 2020. [pdf] [bibtex]

  • M. Boschiero, M. Giordani, M. Polese, M. Zorzi, "Coverage Analysis of UAVs in Millimeter Wave Networks: A Stochastic Geometry Approach", in Proc. of the 16th Intl Wireless Communications and Mobile Computing Conference (IWCMC 2020), June 2020. [pdf] [bibtex]

  • T. Zugno, M. Polese, N. Patriciello, B. Bojović, S. Lagen, M. Zorzi, "Implementation of A Spatial Channel Model for ns-3", in Proceedings of the Workshop on ns-3 (WNS3), June 2020. [pdf] [bibtex]

  • M. Drago, T. Zugno, M. Polese, M. Giordani, M. Zorzi, "MilliCar - An ns-3 Module for mmWave NR V2X Networks", in Proceedings of the Workshop on ns-3 (WNS3), June 2020. [pdf] [bibtex]

  • M. Lecci, P. Testolina, M. Giordani, M. Polese, T. Ropitault, C. Gentile, N. Varshney, A. Bodi, M. Zorzi, "Simplified Ray Tracing for the Millimeter Wave Channel: A Performance Evaluation", in Proceedings of the Workshop on Information Theory and Applications (ITA), San Diego, CA, USA, February 2020. [pdf] [bibtex]

  • P. Testolina, M. Lecci, M. Polese, M Giordani, M Zorzi, "Scalable and Accurate Modeling of the Millimeter Wave Channel", in Proc. of the IEEE Intl. Conf. on Computing, Networking and Communications (ICNC), Big Island, HI, February 2020. [pdf] [bibtex]

  • K. Zheng et al., "Software-defined Radios to Accelerate mmWave Wireless Innovation", in Proc. of the IEEE Intl. Symp. on Dynamic Spectrum Access Networks Workshops (DySPAN), Newark, NJ, USA, 2019. [pdf] [bibtex]

  • M. Drago, M. Polese, S. Kucera, D. Kozlov, V. Kirillov, and M. Zorzi, "QoS Provisioning in 60 GHz Communications by Physical and Transport Layer Coordination", in Proc. of the IEEE 16th Intl. Conf. on Mobile Ad Hoc and Sensor Systems (MASS), Monterrey, CA, USA, 2019. [pdf] [bibtex]

  • 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 Proc. of ACM Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), Los Cabos, Mexico, Oct. 2019. [pdf] [bibtex] [video]

  • M. Polese, F. Restuccia, A. Gosain, J. M. Jornet, S Bhardwaj, V. Ariyarathna, S. Mandal, K. Zheng, A. Dhananjay, M. Mezzavilla, J. Buckwalter, M. Rodwell, X. Wang, M. Zorzi, A. Madanayake and T. Melodia, "MillimeTera: Toward A Large-Scale Open-Source mmWave and Terahertz Experimental Testbed," in Proceedings of ACM Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), ACM MobiCom, Los Cabos, Mexico, Oct. 2019. [pdf] [bibtex]

  • T. Zugno, M. Polese, M. Lecci, and M. Zorzi, "Simulation of Next-generation Cellular Networks with ns-3: Open Challenges and New Directions" in Proc. of the 2019 Workshop on Next-Generation Wireless with ns-3 (WNGW 2019), Florence, Italy, 2019. [pdf] [bibtex]

  • A. De Biasio, F. Chiariotti, M. Polese, A. Zanella, M. Zorzi, "A QUIC Implementation for ns-3" in Proc. of the Workshop on ns-3 (WNS3 ’19), Florence, Italy, 2019. [pdf] [bibtex]

  • M. Polese, T. Zugno, M. Zorzi, "Implementation of Reference Public Safety Scenarios in ns-3" in Proc. of the Workshop on ns-3 (WNS3 ’19), Florence, Italy, 2019. [pdf] [bibtex]

  • W. Xia, M. Polese, M. Mezzavilla, G. Loianno, S. Rangan, and M. Zorzi, "Millimeter Wave Remote UAV Control and Communications for Public Safety Scenarios" in Proceedings of the 1st International Workshop on Internet of Autonomous Unmanned Vehicles (IAUV), Boston, MA, 2019. [pdf] [bibtex]

  • M. Polese, R. Jana, V. Kounev, K. Zhang, S. Deb, M. Zorzi, "Exploiting spatial correlation for improved user prediction in 5G cellular networks" in Proc. of the Information Theory and Applications Workshop (ITA), San Diego, CA, 2019. [pdf] [bibtex]

  • M. Rebato, M. Polese, and M. Zorzi, "Multi-Sector and Multi-Panel Performance in 5G mmWave Cellular Networks" in Proc. of IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, 2018. [pdf] [bibtex]

  • M. Polese, M. Giordani, A. Roy, D. Castor, and M. Zorzi, "Distributed Path Selection Strategies for Integrated Access and Backhaul at mmWaves" in Proc. of IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, 2018. [pdf] [bibtex]

  • M. Polese, M. Giordani, A. Roy, S. Goyal, D. Castor, and M. Zorzi, "End-to-End Simulation of Integrated Access and Backhaul at mmWaves" in Proc. of IEEE 23rd Intl. Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Barcelona, Spain, 2018. [pdf] [bibtex]

  • M. Giordani, M. Polese, A. Roy, D. Castor, and M. Zorzi, "Initial Access Frameworks for 3GPP NR at mmWave Frequencies" in Proc. of 17th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), Capri, Italy, 2018. [pdf] [bibtex]

  • M. Polese and M. Zorzi, "Impact of Channel Models on the End-to-End Performance of mmWave Cellular Networks" in Proc. of IEEE 19th Intl. Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Kalamata, Greece, 2018. [pdf] [bibtex]

  • T. Zugno, M. Polese, M. Zorzi, "Integration of Carrier Aggregation and Dual Connectivity for the ns-3 mmWave Module" in Proc. of the Workshop on ns-3 (WNS3 ’18), Surathkal, India, 2018. [pdf] [bibtex]

  • M. Drago, T. Azzino, M. Polese, C. Stefanovic, M. Zorzi, "Reliable Video Streaming over mmWave with Multi Connectivity and Network Coding" in Proc. of the IEEE Intl. Conf. on Computing, Networking and Communications (ICNC), Maui, HI, 2018. [pdf] [bibtex]

  • M. Polese, M. Mezzavilla, S. Rangan, C. Kessler, M. Zorzi, "mmWaves for Future Public Safety Communications" in Proc. of the First CoNEXT Workshop on ICT Tools for Emergency Networks and DisastEr Relief (I-TENDER), Seoul, South Korea, 2017. [pdf] [bibtex]

  • M. Polese, M. Mezzavilla, M. Zhang, J. Zhu, S. Rangan, S. Panwar, M. Zorzi, "milliProxy: a TCP Proxy Architecture for 5G mmWave Cellular Systems" in Proc. of the 51st Asilomar Conference on Signals, Systems and Computers, Asilomar, CA, USA, 2017 [pdf] [bibtex]

  • M. Gentil, A. Galeazzi, F. Chiariotti, M. Polese, A. Zanella, M. Zorzi, "A Deep Neural Network Approach for Customized Prediction of Mobile Devices Discharging Time" in Proc. of IEEE Global Communications Conference (GLOBECOM), Singapore, 2017. [pdf] [bibtex]

  • M. Polese, M. Mezzavilla, S. Rangan, M. Zorzi, "Mobility Management for TCP in mmWave Networks" in Proc. of ACM Workshop on Millimeter-Wave Networks and Sensing Systems (mmNets), Snowbird, Utah, USA, Oct. 2017. [pdf] [bibtex]

  • M. Dalla Cia, F. Mason, D. Peron, F. Chiariotti, M. Polese, T. Mahmoodi, M. Zorzi, A. Zanella, "Mobility-aware Handover Strategies in Smart Cities" in Proc. of the Intl. Symposium on Wireless Communication Systems (ISWCS), Bologna, Italy, 2017. [pdf] [bibtex]

  • T. Azzino, M. Drago, M. Polese, A. Zanella, M. Zorzi, "X-TCP: A Cross Layer Approach for TCP Uplink Flows in mmWave Networks" in Proc. of 17th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), Budva, Montenegro, 2017. [pdf] [bibtex]

  • M. Zhang, M. Polese, M. Mezzavilla, S. Rangan, M. Zorzi, "ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz" in Proc. of the Workshop on ns-3 (WNS3 ’17), Porto, Portugal, 2017. [pdf] [bibtex]

  • E. Lovisotto, E. Vianello, D. Cazzaro, M. Polese, F. Chiariotti, D. Zucchetto, A. Zanella and M. Zorzi, "Cell Traffic Prediction Using Joint Spatio-Temporal Information" in Proc. of the 6th International Conference on Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, 2017. [pdf] [bibtex]

  • M. Polese, R. Jana, M. Zorzi, "TCP in 5G mmWave Networks: Link Level Retransmissions and MP-TCP", in Proc. of IEEE Conf. on Computer Communications Workshops (INFOCOM WKSHPS), , Atlanta, Georgia, USA, 2017. [pdf] [bibtex]

  • F. Chiariotti, D. Del Testa, **M. Polese**, A. Zanella, G. M. Di Nunzio, and M. Zorzi, "Learning methods for long-term channel gain prediction in wireless networks", in Proc. of IEEE Intl. Conf. on Computing, Networking and Communications (ICNC), , San Francisco, CA, USA, 2017. [pdf] [bibtex]

  • M. Polese, M. Mezzavilla, M. Zorzi, "Performance Comparison of Dual Connectivity and Hard Handover for LTE-5G Tight Integration", in Proc. of EAI International Conference on Simulation Tools and Techniques (SIMUTools), , Prague, Czech Republic, 2016. [pdf] [bibtex]

  • M. Polese, M. Centenaro, A. Zanella, M. Zorzi, "M2M massive access in LTE: RACH performance evaluation in a Smart City scenario", in Proc. of IEEE Intl. Conf. on Communications (ICC), , Kuala Lumpur, Malaysia, 2016. [pdf] [bibtex]

Book Chapters

  • M. Giordani, M. Polese, A. Laya, E. Bertin, M. Zorzi, "6G Drivers for B2B Market: E2E Services and Use Cases", in Shaping Future 6G Networks: Needs, Impacts and Technologies, Wiley, 1st Edition, 2021. [pdf] [bibtex]

  • M. Polese, M. Giordani, M. Mezzavilla, S. Rangan, M. Zorzi, "6G Enabling Technologies", in 6G Mobile Wireless Networks, Springer International Publishing, 1st Edition, 2021. [pdf] [bibtex]

  • M. Polese, M. Giordani, M. Zorzi, "3GPP NR: the standard for 5G cellular networks", in 5G Italy White eBook: from Research to Market, 2nd Edition, 2019. [pdf] [bibtex]

Ph.D. Thesis

  • M. Polese, "End-to-end Design and Performance Evaluation of mmWave Cellular Networks", in Ph.D. Thesis, Department of Information Engineering, University of Padova, February 2020. [pdf]

Teaching

  • Programming for Telecommunications - University of Padova, First semester 2019/2020, Master Degree Internet and Multimedia Engineering
  • EECE 5698 - Network Programming - Electrical and Computer Engineering, Northeastern University, Fall semester 2020, Fall semester 2021. Syllabus.

Service

Invited Talks and Webinars

  • mmWaves in 5G NR Cellular Networks: a System Level Perspective - talk at the CTTC Weekly Seminar Series, 2018
  • mmWaves in 5G NR Cellular Networks: a System Level Perspective - webinar for the IEEE Future Networks initiative, 2019
  • mmWaves in 5G NR Cellular Networks: a System Level Perspective - talk at Qualcomm, 2019
  • Toward Open, Programmable, and Virtualized 5G Networks - talk for the ITU AI for Good Global Summit Webinar, December 2020. More info
  • DeepBeam: Deep waveform learning for coordination-free beam management in mmWave networks - talk for the ITU AI for Good Machine Learning in 5G Challenge, October 2021. More info

Links

Personal Website:
polese.io