- Ortiz-Gomez, F.G.; Lei, L.; Lagunas, E.; Martinez, R.; Tarchi, D.; Querol, J.; Salas-Natera, M.A.; Chatzinotas, S. Machine Learning for Radio Resource Management in Multibeam GEO Satellite Systems. Electronics 2022, 11, 992.
- Ortiz, E. Lagunas, S. Chatzinotas, “Unsupervised Learning for User Scheduling in Multibeam Precoded GEO Satellite Systems”, European Conference on Networks and Communications (EUCnC), Grenoble, France, June 2022.
- E. Lagunas, V.N. Ha, T.V. Chien, S. Andrenacci, N. Mazzali, S. Chatzinotas, “Multicast MMSE-based Precoded Satellite Systems: User Scheduling and Equivalent Channel Impact”, Vehicular Technology Conference (VTC2022-Fall), Beijing/London, Sept. 2022
2022
2023
- F. Ortiz, V. Monzon-Baeza, L.M. Garces, J. Vasquez, J.L. Gonzalez, G. Fontanesi, E. Lagunas, J. Querol, S. Chatzinotas, “Onboard Processing in Satellite Communications Using AI Accelerators”, MDPI Aerospace, Jan. 2023
- A. Qureshi, E. Lagunas and G. Kaddoum, “Reinforcement Learning for Link Adaptation and Channel Selection in LEO Satellite Cognitive Communications,” in IEEE Communications Letters, 2023, doi: 10.1109/LCOMM.2023.3240363
- V.N. Ha, E. Lagunas, T. S. Abdu, H. Chaker, S. Chatzinotas, J. Grotz, “Large-Scale Beam Placement and Resource Allocation Design for MEO-Constellation SATCOM”, ICC Workshop on Mega-Constellations in the 6G Era (6gsatcomnet), June 2023.
- S. Abdu, E. Lagunas, V.N. Ha, J. Grotz, S. Kisseleff S. Chatzinotas, “Demand-aware Flexible Handover Strategy for LEO Constellation”, ICC Workshop on Mega-Constellations in the 6G Era (6gsatcomnet), June 2023.
- V. Monzon-Baeza, F. Ortiz, E. Lagunas, T.S. Abdu, S. Chatzinotas “Multi-Criteria Ground Segment Dimensioning for Non-Geostationary Satellite Constellations”, European Conference on Networks and Communications (EUCnC), Gothenburg, Sweden, 6-9 June, 2023.
- S. Daoud, G. Eappen, F. Ortiz, E. Lagunas, W. Martins, S. Chatzinotas, “CCN-based on-Board Interference Detection in Satellite Systems: An Analysis of Dataset Impact on Performance”, IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, June 2023.
- J. Honnaiah, E. Lagunas, S. Chatzinotas, J. Krause “Demand-driven Beam Densification in Multi-Beam Satellite Communication Systems”, IEEE Transactions on Aerospace and Electronic Systems, May 2023.
- A. Saifaldawla, F. Ortiz, E. Lagunas, S. Daoud, S. Chatzinotas, “NGSO-to–GSO Satellite Interference Detection based on Autoencoder”, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, Canada, Sept. 2023.
- O.K. Mendonca, E. Lagunas, A. Perez-Neira, J.A. Vasquez-Peralvo, S. Chatzinotas, B. Ottersten, “Managing User and Gateway Link Spectral Coexistence in LEO Satellite Systems via Hand-over”, International Communications Satellite Systems Conference (ICSSC), Bradford (UK), Oct. 2023
- J. Honnaiah, F. Ortiz, E. Lagunas, S. Chatzinotas. “Feed-Forward Neural Networks to Overcome Complex Precoding Matrix Calculation in GEO Broadband Satellite Communication Systems” International Communications Satellite Systems Conference (ICSSC), Bradford (UK), Oct. 2023.
- P. Bui, T.Q. Dinh, I. Leyva-Mayorga, S.R. Pandey, E. Lagunas, P. Popovski, “On-board Change Detection for Resource-Efficient Earth Observation with LEO Satellites”, IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 2023.
- Al-Senwi, E. Lagunas, S. Chatzinotas, “Robust Beamforming for Massive MIMO LEO Satellite Communications: A Risk-Aware Learning Framework”, to appear in IEEE Transactions on Vehicular Technology.
2024
- F. Ortiz, N. Skatchkovsky, E. Lagunas, W. Martins, G. Eappen, S. Daoud, O. Simeone, B. Rajendran, S. Chatzinotas, “Energy-Efficient On-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing”, IEEE Trans. On Machine Learning in Communications and Networking, Jan 2024.
- Ortiz, J.A. Vasquez-Peralvo, J. Querol, E. Lagunas, J.L. Gonzalez-Rios, M. Oliveira, L.M. Garces-Socarras, V. Monzon-Baeza, S. Chatzinotas, “Supervised Learning Based Real-Time Adaptive Beamforming On-Board Multibeam Satellites”, European Conference on Antennas and Propagation (EuCAP), Glasgow, Scottland, March 2024.
- A. Vasquez-Peralvo, J. Querol, E. Lagunas, F. Ortiz, M. Oliveira, L.M. Garces-Socarras, J.L. Gonzalez-Rios, S. Chatzinotas, “Genetic Algorithm-based Beamforming in Subarray Architectures for GEO Satellites”, European Conference on Antennas and Propagation (EuCAP), Glasgow, Scottland, March 2024.
- O. K. Mendonca, F.G. Ortiz-Gomez, J. Querol, E. Lagunas, J.A..Vasquez-Peralvo, V. Monzon, S. Chatzinotas and B. Ottersten, “Flexible Payload Configuration for Satellites using Machine Learning”, IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Stockholm, Sweden, May 2024.
- Ortiz, J.A. Vasquez-Peralvo, J. Querol, E. Lagunas, L. Garces, J.L. Gonzalez-Rios, V. Monzon, S. Chatzinotas, “Harnessing Supervised Learning for Adaptive Beamforming in Multibeam Satellite Systems”, IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Stockholm, Sweden, May 2024. https://arxiv.org/abs/2309.14123