Publications

Invited Talks

D. Gesbert was fortunate to have been invited to give lectures about PERFUME topics. Here is a list of such invited lectures:

  • D. Gesbert is invited to give a keynote at the 12th IFIP Wireless and Mobile Networking Conference (WMNC), Paris.
  • D. Gesbert is giving a keynote speech at the 2018 European Wireless Conference in Sicily.
  • Conference Keynote at ICT (International Conference on Telecommunications) 2018, Saint Malo, France
  • Conference Keynote at WCSP 2017 (International Conference on Wireless Communications and Signal Processing), Nanjing, China, October 2017.
  • Keynote talk, International Symposium on Wireless Communications Systems (ISWCS) on Drones for Flying Radio Access Networks, Bologna, August 2017.
  • Keynote talk, International Symposium on Wireless Communications Systems (ISWCS) on Drones for Flying Radio Access Networks, Bologna, August 2017.
  • Invited talk, IEEE Communication Theory Workshop on Machine Learning for Flying Radio Access Networks, Fiji, June 2017.
  • Keynote talk, CNRS GDR Workshop on Decentralized Networks, Paris, March 2016
  • Invited talk, IEEE Information Theory and Applications Workshop, San Diego, Feb. 2016.
  • Keynote talk, Systems and Network Optimization for Wireless (SNOW) workshop, Cortina, Italy, Jan. 2016.

Journal Papers

  1. H. Bayerlein, M. Theile, M. Caccamo, and D. Gesbert, “Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning” submitted to IEEE JSAC special issue on UAV Communications in 5G and Beyond Networks, 2020. Available on arXiv.
  2. D. Gesbert, J. Chen, O. Esrafilian, U. Mitra, “Autonomous Placement in UAV-aided Radio Access Networks”, to be submitted to IEEE Wireless Communications Magazine, June 2020.
  3. O. Esrafilian, R. Gangula, D. Gesbert, “3D Map-based Trajectory Design in UAV-aided Wireless Localization Systems”, in IEEE Internet of Things Journal, September 2020.
  4. A. Bazco, P. de Kerret, D. Gesbert, N. Gresset, “Asymptotically Achieving Centralized Rate on the Decentralized Network MISO Channel”, submitted to IEEE Trans. on Information Theory, April 2020.
  5. L. Miretti, M. Kobayashi. D. Gesbert, P. de Kerret, “Cooperative Multiple-Access Channels with Distributed State Information” submitted to IEEE Trans. on Information Theory, November 2019. Available on arXiv.
  6. F. Maschietti, G. Fodor, D. Gesbert, P. de Kerret, “Scalable and Low-Overhead FDD Massive MIMO Through Beam Domain Coordination” submitted to IEEE Trans. on Wireless Communications, to appear 2020.
  7. D. Gunduz, P. de Kerret, C. Murthy, D. Gesbert, M. van der Schaar, N.D. Sidiropoulos, “Machine Learning in the Air”, in IEEE Journal Selected Areas in Communications, September 2019. Available on arXiv.
  8. F. Maschietti, G. Fodor, D. Gesbert, P. de Kerret, “User Coordination for Fast Beam Training in FDD Multi-User Massive MIMO”, submitted to IEEE Trans. on Wireless Communications, 2019
  9. S. Qiu, D. Gesbert, T. Jiang, D. Chen, “A Covariance-Based Hybrid Channel Feedback in FDD Massive MIMO System” in IEEE Trans. on Communications, October 2019.
  10. A. Bazco, P. de Kerret, D. Gesbert, N. Gresset, “On the Degrees-of-Freedom of the K-user Distributed Broadcast Channel”, submitted to IEEE Trans. on Information Theory, to appear 2020.
  11. O. Esrafilian, R. Gangula, D. Gesbert, “Learning to Communicate in UAV-aided Wireless Networks: Map-based Approaches”, in IEEE Journal on Internet of Things, Special Issue on Unmanned Aerial Vehicles for IoT, November 2018.
  12. A. Bazco, P. de Kerret, D. Gesbert, N. Gresset, “Distributed CSIT Does Not Reduce the Generalized DoF of the 2-user MISO Broadcast Channel”, in IEEE Wireless Communications Letters, June 2019.
  13. J. Chen, D. Gesbert, “Local Map Search Algorithms for the Placement of Flying Hotspot Relays”, in IEEE Trans. on Wireless Communications, November 2019.
  14. Q. Li, P. de Kerret, D. Gesbert, N. Gresset, “Robust Regularized ZF in Cooperative Broadcast Channel under Distributed CSIT”, submitted to IEEE Trans. on Information Theory, January 2017. Available on arXiv.
  15. J. Chen, H. Yin, L. Cottatellucci, D. Gesbert, “Dual-regularized Feedback and Precoding for D2D Assisted MIMO Systems” in IEEE Trans. on Wireless Communications, October 2017.
  16. P. de Kerret, D. Gesbert, J. Zhang, P. Elia, “Optimal DoF of the K-User Broadcast Channel with Delayed and Imperfect Current CSIT”, submitted to the IEEE Trans. on Information Theory, November 2016.
  17. Q. Li, D. Gesbert, N. Gresset, “Cooperative Channel Estimation for Coordinated Transmission With Limited Backhaul”, in IEEE Trans. on Wireless Communications, June 2017.
  18. M. Filipou, P. de Kerret, D. Gesbert, T. Ratnarajah, A. Pastore, G. Ropokis, “Coordinated Shared Spectrum Precoding with Distributed CSIT”, in IEEE Trans. on Wireless Communications, August 2016.

Conference Papers

  1. M. Theile, H. Bayerlein, D. Gesbert, M. Caccamo, “UAV Path Planning using Global and Local Map Information with Deep Reinforcement Learning”, submitted to IEEE International Conference on Robotics and Automation (ICRA), 2021.
  2. O. Esrafilian, R. Gangula, D. Gesbert, “Map Reconstruction in UAV Networks via Fusion of Radio and Depth Measurement”, submitted to IEEE International Conference on Communications, 2021.
  3. H. Bayerlein, M. Theile, M. Caccamo, D. Gesbert, “UAV Path Planning for Wireless Data Harvesting: A Deep Reinforcement Learning Approach”, in Proceedings of IEEE Global Conference on Communications, 2020.
  4. L. Miretti, D. Gesbert, “Interference Mitigation for Cooperative MIMO Channels with Asymmetric Feedback”, in Proc. of the IEEE Asilomar Conference on Signals and Systems, 2020.
  5. M. Theile, H. Bayerlein, D. Gesbert, M. Caccamo, “UAV Coverage Path Planning under Varying Power Constraints using Deep Reinforcement Learning”, in Proceedings of International Conference on Intelligent Robots and Systems (IROS), 2020.
  6. O. Esrafilian, R. Gangula, D. Gesbert, “Autonomous UAV-aided Mesh Wireless Networks”, in Proceedings of the IEEE Infocom Conference, Workshop on Drone Communications (DroneCom), Toronto, Canada, 2020.
  7. O. Esrafilian, R. Gangula, D. Gesbert, “3D-Map Assisted UAV Trajectory Design Under Cellular Connectivity Constraints”, in Proceedings of the IEEE International Conference on Communications (ICC), Dublin, Ireland, 2020.
  8. L Miretti, M. Kobayashi, D. Gesbert, “Precoding for Cooperative MIMO Channels with Asymmetric Feedback”, in Proceedings of the IEEE International Conference on Communications (ICC), Dublin, Ireland, 2020.
  9. L. Miretti, P. de Kerret, D. Gesbert, “On a Fundamental Predictibility-Distorsion Trade-off in Decentralized Decisional Networks”, in Proceedings of the Asilomar Conference on Signals and Systems, 2019.
  10. M. Kim, P. de Kerret, D. Gesbert, “Team Deep Learning for Decentralized Optimization in Wireless Communications” in Proc. of IEEE BalkanCom 2019.
  11. F. Maschietti, D. Gesbert, P. de Kerret, “Coordinated Beam Selection in Millimeter Wave Multi-User MIMO Using Out-of-Band Information”, Proceedings of the IEEE ICC, Shanghai, China, May 2019.
  12. F. Maschietti, G. Fodor, D. Gesbert, P. de Kerret, “Coordinated Beam Selection for Training Overhead Reduction in FDD Massive MIMO”, in Proceedings of the IEEE ISWCS, Oulu, Finland, Aug. 2019.
  13. L. Miretti, P. de Kerret, D. Gesbert, “On a Fundamental Predictibility-Distorsion Trade-off in Decentralized Decisional Networks”, in Proceedings of the Asilomar Conference on Signals and Systems, 2019.
  14. A. Bazco, L. Miretti, P. de Kerret, D. Gesbert, N. Gresset, “Achieving Vanishing Rate Loss in Decentralized Network MIMO”, in Proceedings of the IEEE International Symposium on Information Theory, 2019.
  15. F. Maschietti, P. de Kerret, D. Gesbert “Exploring the Trade-Off between Privacy and Coordination in Millimeter Wave Spectrum Sharing” in Proceedings of IEEE International Conference on Communications, Shanghai, China, May 2019.
  16. F. Maschietti, D. Gesbert, P. de Kerret, “Coordinated Beam Selection in Millimeter Wave Multi-User MIMO Using Out-of-Band Information”, Proceedings of the IEEE ICC, Shanghai, China, May 2019.
  17. M. Kim, P. de Kerret, and D. Gesbert, “Learning to Cooperate in Decentralized Wireless Networks”, in Proc. Asilomar Conference on Signals and Systems, 2018.
  18. H. Bayerlein, R. Gangula, D. Gesbert, “Learning to Rest: A Q-Learning Approach to Flying Base Station Trajectory Design with Landing Spots”, in Proc. Asilomar Conference on Signals and Systems, 2018.
  19. S. Qiu, D. Gesbert, T. Jiang, “Enabling Covariance-Based Feedback in Massive MIMO: A User Classification Approach”, in Proceedings of the Asilomar Conference on Signals and Systems, 2018.
  20. P. de Kerret, D. Gesbert, “Robust Decetralized Joint Precoding using Team Deep Neural Networks”, in Proceedings of the IEEE ISWCS Conference, 2018.
  21. R. gangula, D. Gesbert, D. Kulzer, J. M. Franceschi-Quintero “A landing spot approach to enhancing the performance of UAV-aided wireless networks “, in Proceedings of the IEEE Workshop on Integrating UAVs into 5G, workshop of the International Conference on Communications (ICC), 2018, Kansas City, Mo. USA.
  22. P. de Kerret, D. Gesbert, “Robust Decetralized Joint Precoding using Team Deep Neural Networks”, in Proceedings of the IEEE ISWCS Conference, 2018.
  23. R. Gangula, O. Esrafilian, D. Gesbert, C. Roux, F. Kaltenberger, R. Knopp, “Flying Rebots: First Results on an Autonomous UAV-Based LTE Relay using OpenAirInterface”, in Proc. of the IEEE Workshop on Signal Processing in Wireless Communications, Kalamata, Greece, 2018.
  24. H. Bayerlein, P. de Kerret, D. Gesbert, “Trajectory Optimization for Autonomous Flying Base Station via Reinforcement Learning”, in Proc. IEEE Workshop on Signal Processing in Wireless Communications, Kalamata, Greece, 2018.
  25. A. Pastore, P. de Kerret, M. Navarro, D. Gregortati, D. Gesbert, “Neural Network Aided Decoding for Physical-Layer Network Coding Random Access”, in Proc. of the IEEE Workshop on Signal Processing in Wireless Communications, Kalamata, Greece, 2018.
  26. I. Atzeni, D. Gesbert, “Cooperative MIMO Precoding with Distributed CSI: A Hierarchical Approach”, in Proc. of the IEEE Workshop on Signal Processing in Wireless Communications, Kalamata, Greece, 2018.
  27. P. de Kerret, D. Gesbert, M. Filippone, “Decentralized Deep Scheduling for Interference Channels”, in Proceedings of the IEEE Workshop on Machine Learning in Communications Systems, workshop of the International Conference on Communications (ICC), 2018, Kansas City, Mo. USA.
  28. R. gangula, D. Gesbert, D. Kulzer, J. M. Franceschi-Quintero “A landing spot approach to enhancing the performance of UAV-aided wireless networks “, in Proceedings of the IEEE Workshop on Integrating UAVs into 5G, workshop of the International Conference on Communications (ICC), 2018, Kansas City, Mo. USA.
  29. O. Esrafilian, D. Gesbert, “3D City Map Reconstruction from UAV-based Radio Measurements”, in Proc. of IEEE GLOBECOM. Singapore, 2017.
  30. F. Maschietti, D. Gesbert, P. de Kerret, H. Wymeersch, “Robust Location-Aided Beam Alignment in Millimeter Wave Massive MIMO”, in Proc. of IEEE GLOBECOM. Singapore, 2017.
  31. J. Chen, O. Esrafilian, D. Gesbert, U. Mitra, “Efficient Algorithms for Air-to-ground Channel Reconstruction in UAV-aided Communications”, in Proc. of International Workshop on Wireless Networking and Control for Unmanned Autonomous Vehicles, GLOBECOM, Singapore, 2017.
  32. A. Bazco, P. de Kerret, D. Gesbert, N. Gresset, “Generalized Degrees-of-Freedom of the 2-User Case MISO Broadcast Channel with Distributed CSIT” in Proc. of IEEE International Symposium on Information Theory, 2017, Aachen Germany.
  33. A. Bazco, P. de Kerret, D. Gesbert, N. Gresset, “Méthode de transmission robuste au partage imparfait de l’information de canal entre transmetteurs”, 26th GRETSI Conference, Juan Les Pins, France, 2017.
  34. Z. Becvar, M. Vondra, P. Mach, J. Plachy, “Performance of Mobile Networks with UAVs: Can Flying Base Stations Substitute Ultra-Dense Small Cells?“, in Proceedings of European Wireless, 2017. This paper received the Best Paper Award at the conference!
  35. J. Chen, D. Gesbert, “Optimal Positioning of Flying Relays for Wireless Networks: A LOS Map Approach”, in Proc. of the International Conference on Communications (ICC), Paris, May 2017.
  36. J. Chen, U. Yatnalli, D. Gesbert, “Optimal Positioning of Flying Relays for Wireless Networks: A LOS Map Approach” in Proc. of the International Conference on Communications (ICC), Paris, May 2017.
  37. A. Arvola, A. Tolli, D. Gesbert “Rate Maximization via PAPR Reduction in MIMO-OFDM Uplink: a User Cooperation Approach”, in Proc. of the International Conference on Communications (ICC), Paris, May 2017.
  38. P. de Kerret, A. Bazco. D. Gesbert, “Enforcing Coordination in Network MIMO with Unequal CSIT”, in Proc. of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2016.
  39. A. Arvola, A. Tolli, D. Gesbert, “A user Cooperative Beamforming Approach to PAPR Reduction in MIMO-OFDM Uplink” in Proc. of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2016.
  40. J. Chen, H. Yin, L. Cottatellucci, D. Gesbert “Dual-regularized Precoding: A Robust Approach for D2D-Enabled Massive MIMO”, in Proc. of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2016.
  41. P. de Kerret, D. Gesbert, J. Zhang, P. Elia “Optimally Bridging the Gap from Delayed to Perfect CSIT in the K-user MISO BC”, in Proc. of the IEEE Information Theory Workshop (ITW), 2016.
  42. P. de Kerret, D. Gesbert, “Quantized Team Precoding: A Robust Approach for Network MIMO under General CSI Uncertainties”, In Proc. of the IEEE Signal Procesing for Advanced Wireless Communications Workshop, Edinburgh, 2016.