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Profil

ORTIZ GOMEZ Flor de Guadalupe

University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom

ORCID
0000-0002-2280-4689
Main Referenced Co-authors
LAGUNAS TARGARONA, Eva  (26)
CHATZINOTAS, Symeon  (25)
QUEROL, Jorge  (10)
VASQUEZ-PERALVO, Juan Andres  (8)
GARCES SOCARRAS, Luis Manuel  (7)
Main Referenced Keywords
Satellite communications (10); Machine Learning (7); beamforming (4); satellite communications (4); Computer Networks and Communications (3);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications (2)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Other (1)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM (1)
University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > > (1)
Main Referenced Disciplines
Electrical & electronics engineering (22)
Computer science (9)
Engineering, computing & technology: Multidisciplinary, general & others (2)
Aerospace & aeronautics engineering (1)

Publications (total 34)

The most downloaded
671 downloads
ORTIZ GOMEZ, F. D. G., MONZON BAEZA, V., GARCES SOCARRAS, L. M., VASQUEZ-PERALVO, J. A., GONZALEZ RIOS, J. L., Fontanesi, G., LAGUNAS, E., QUEROL, J., & CHATZINOTAS, S. (13 January 2023). Onboard Processing in Satellite Communications Using AI Accelerators. Aerospace, 10 (2). doi:10.3390/aerospace10020101 https://hdl.handle.net/10993/54478

The most cited

31 citations (Scopus®)

ORTIZ GOMEZ, F. D. G., Tarchi, D., Martinez, R., Vanelli-Coralli, A., Salas, M., & Landeros, S. (March 2022). Cooperative Multi-Agent Deep Reinforcement Learning for Resource Management in Full Flexible VHTS Systems. IEEE Transactions on Cognitive Communications and Networking, 8 (1). doi:10.1109/TCCN.2021.3087586 https://hdl.handle.net/10993/50881

AOUEDI, O., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., VU, T. X., & CHATZINOTAS, S. (2025). Hybrid Model-Aided Learning for 5G-NTN Handover in High-Mobility Platforms. In Hybrid Model-Aided Learning for 5G-NTN Handover in High-Mobility Platforms. United States: IEEE.
Peer reviewed

GARCES SOCARRAS, L. M., NIK, A., ORTIZ GOMEZ, F. D. G., VASQUEZ-PERALVO, J. A., GONZALEZ RIOS, J. L., CHEHAITLY, M., OLIVEIRA KUHFUSS DE MENDONÇA, M., LAGUNAS, E., THOEMEL, J., KUMAR, S., SINGH, V., MERLANO DUNCAN, J. C., MALMIR, S., VARADARAJULU, S., QUEROL, J., & CHATZINOTAS, S. (18 September 2024). Artificial Intelligence Satellite Telecommunication Testbed using Commercial Off-The-Shelf Chipsets [Paper presentation]. The First Joint European Space Agency / IAA Conference on AI in and for Space (ESA SPAICE 2024), Oxfordshire, United Kingdom. doi:10.5281/zenodo.13885551
Peer reviewed

Alves-Martins, W., LAGUNAS, E., Skatchkovsky, N., ORTIZ GOMEZ, F. D. G., EAPPEN, G., Simeone, O., Rajendran, B., & CHATZINOTAS, S. (2024). Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors. In Satellite Adaptive Onboard Beamforming Using Neuromorphic Processors. Washington, United States: IEEE. doi:10.1109/PIMRC59610.2024.10817450
Peer reviewed

SAIFALDAWLA AWAD HASSAN, A., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., & CHATZINOTAS, S. (2024). Convolutional Autoencoders for Non-Geostationary Satellite Interference Detection. In IEEE International Conference on Communications (IEEE ICC) (pp. 1334-1339). IEEE. doi:10.1109/ICCWorkshops59551.2024.10615457
Peer reviewed

VASQUEZ-PERALVO, J. A., QUEROL, J., ORTIZ GOMEZ, F. D. G., GONZALEZ RIOS, J. L., LAGUNAS, E., GARCES SOCARRAS, L. M., MERLANO DUNCAN, J. C., OLIVEIRA KUHFUSS DE MENDONÇA, M., & CHATZINOTAS, S. (04 April 2024). Multibeam Beamforming for Direct Radiating Arrays in Satellite Communications Using Genetic Algorithm. IEEE Open Journal of the Communications Society, 5, 2343 - 2357. doi:10.1109/OJCOMS.2024.3385021
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G., VASQUEZ-PERALVO, J. A., QUEROL, J., LAGUNAS, E., GONZALEZ RIOS, J. L., OLIVEIRA KUHFUSS DE MENDONÇA, M., GARCES SOCARRAS, L. M., Baeza, V. M., & CHATZINOTAS, S. (2024). Supervised Learning Based Real-Time Adaptive Beamforming On-board Multibeam Satellites. In 18th European Conference on Antennas and Propagation, EuCAP 2024. United States: Institute of Electrical and Electronics Engineers Inc. doi:10.23919/EuCAP60739.2024.10501412
Peer reviewed

ORTIZ GOMEZ, F. D. G., Skatchkovsky, N., LAGUNAS TARGARONA, E., Martins, W. A., EAPPEN, G., DAOUD, S. S. A., Simeone, O., Rajendran, B., & CHATZINOTAS, S. (10 January 2024). Energy-Efficient on-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing. IEEE Transactions on Machine Learning in Communications and Networking, 2 (xx), 169-189. doi:10.1109/tmlcn.2024.3352569
Peer Reviewed verified by ORBi

LAGUNAS, E., ORTIZ GOMEZ, F. D. G., Eappen, G., DAOUD, S. S. A., Martins, W., QUEROL, J., CHATZINOTAS, S., Skatchkovsky, N., Simeone, O., & Bipin Rajendran. (2024). Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications. IEEE Communications Magazine.
Peer Reviewed verified by ORBi

ABE, Y., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., MONZON BAEZA, V., CHATZINOTAS, S., & Tsuji, H. (2024). Optimizing Satellite Network Infrastructure: A Joint Approach to Gateway Placement and Routing. In IEEE Vehicular Technology Conference (VTC2024-Spring). Washington, United States: IEEE. doi:10.1109/VTC2024-Spring62846.2024.10683455
Peer reviewed

VASQUEZ-PERALVO, J. A., QUEROL, J., LAGUNAS, E., ORTIZ GOMEZ, F. D. G., GARCES SOCARRAS, L. M., GONZALEZ RIOS, J. L., Baeza, V. M., & CHATZINOTAS, S. (2024). Genetic Algorithm-based Beamforming in Subarray Architectures for GEO Satellites. In 18th European Conference on Antennas and Propagation, EuCAP 2024. Institute of Electrical and Electronics Engineers Inc. doi:10.23919/EuCAP60739.2024.10501524
Peer reviewed

SAIFALDAWLA, A., ORTIZ GOMEZ, F. D. G., LAGUNAS TARGARONA, E., BABIKIR MOHAMMAD ADAM, A., & CHATZINOTAS, S. (2024). GenAI-based Models for NGSO Satellites Interference Detection. IEEE Transactions on Machine Learning in Communications and Networking, 1-1. doi:10.1109/tmlcn.2024.3418933
Peer reviewed

ORTIZ GOMEZ, F. D. G., VASQUEZ-PERALVO, J. A., QUEROL, J., LAGUNAS, E., GONZALEZ RIOS, J. L., GARCES SOCARRAS, L. M., MONZON BAEZA, V., & CHATZINOTAS, S. (16 December 2023). Harnessing Supervised Learning for Adaptive Beamforming in Multibeam Satellite Systems [Paper presentation]. 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN).
Peer reviewed

OLIVEIRA KUHFUSS DE MENDONÇA, M., ORTIZ GOMEZ, F. D. G., QUEROL, J., LAGUNAS, E., VASQUEZ-PERALVO, J. A., MONZON BAEZA, V., CHATZINOTAS, S., & OTTERSTEN, B. (18 October 2023). Flexible Payload Configuration for Satellites using Machine Learning [Paper presentation]. IEEE International Conference on Machine Learning for Communication and Networking, Sweden. doi:10.48550/arXiv.2310.11966

JUBBA HONNAIAH, P., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., & CHATZINOTAS, S. (2023). Feed-Forward Neural Networks to Overcome Complex Precoding Matrix Calculation in GEO Broadband Satellite Communication Systems. In 40th International Communications Satellite Systems Conference (ICSSC). 40th International Communications Satellite Systems Conference (ICSSC).
Peer reviewed

MONZON BAEZA, V., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., Salih Abdu, T., & CHATZINOTAS, S. (2023). Gateway Station Geographical Planning for Emerging Non-Geostationary Satellites Constellations. IEEE Network.
Peer Reviewed verified by ORBi

VASQUEZ-PERALVO, J. A.* , QUEROL, J.* , LAGUNAS, E.* , Baeza, V. M., FONTANESI, G., CHATZINOTAS, S.* , ORTIZ GOMEZ, F. D. G.* , GONZALEZ RIOS, J. L.* , GARCES SOCARRAS, L. M.* , & MERLANO DUNCAN, J. C.*. (31 July 2023). Flexible Beamforming for Direct Radiating Arrays in Satellite Communications. IEEE Access, 11, 79684 - 79696. doi:10.1109/ACCESS.2023.3300039
Peer Reviewed verified by ORBi
* These authors have contributed equally to this work.

MONZON BAEZA, V., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., Salih Abdu, T., & CHATZINOTAS, S. (2023). Multi-Criteria Ground Segment Dimensioning for Non-Geostationary Satellite Constellations. 2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). doi:10.1109/EuCNC/6GSummit58263.2023.10188237
Peer reviewed

ORTIZ GOMEZ, F. D. G., MONZON BAEZA, V., GARCES SOCARRAS, L. M., VASQUEZ-PERALVO, J. A., GONZALEZ RIOS, J. L., Fontanesi, G., LAGUNAS, E., QUEROL, J., & CHATZINOTAS, S. (13 January 2023). Onboard Processing in Satellite Communications Using AI Accelerators. Aerospace, 10 (2). doi:10.3390/aerospace10020101
Peer Reviewed verified by ORBi

SAIFALDAWLA, A., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., DAOUD, S. S. A., & CHATZINOTAS, S. (2023). NGSO-To-GSO Satellite Interference Detection Based on Autoencoder. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, Canada, Sept. 2023 (pp. 7). IEEE. doi:10.1109/PIMRC56721.2023.10293839
Peer reviewed

DAOUD, S. S. A., EAPPEN, G., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., ALVES MARTINS, W., & CHATZINOTAS, S. (2023). CCN-based on-Board Interference Detection in Satellite Systems: An Analysis of Dataset Impact on Performance. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
Peer reviewed

JALALI, M., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., KISSELEFF, S., CHATZINOTAS, S., & Emiliani, L. (2023). LEO SATELLITE BEAMFORMING FOR NGSO-GSO INTERFERENCE MITIGATION. IET Communications.
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G., LAGUNAS, E., ALVES MARTINS, W., DINH, T., Skatchkovsky, N., Simeone, O., Rajendran, B., Navarro, T., & CHATZINOTAS, S. (2022). Towards the Application of Neuromorphic Computing to Satellite Communications. In Towards the Application of Neuromorphic Computing to Satellite Communications.
Peer reviewed

JALALI, M., ORTIZ GOMEZ, F. D. G., LAGUNAS, E., KISSELEFF, S., Emiliani, L., & CHATZINOTAS, S. (2022). Radio Regulation Compliance of NGSO Constellations’ Interference towards GSO Ground Stations. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, 12–15 September 2022, Virtual Conference.
Peer reviewed

MONZON BAEZA, V., ORTIZ GOMEZ, F. D. G., Herrero Garcia, S., & LAGUNAS, E. (26 August 2022). Enhanced Communications on Satellite-Based IoT Systems to Support Maritime Transportation Services. Sensors, 22 (17).
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G., LAGUNAS, E., & CHATZINOTAS, S. (09 June 2022). Unsupervised Learning for User Scheduling in Multibeam Precoded GEO Satellite Systems [Paper presentation]. European Conference on Networks and Communications (EuCNC) and the 6G Summit.

ORTIZ GOMEZ, F. D. G., LEI, L., LAGUNAS, E., Martinez, R., Tarchi, D., QUEROL, J., Salas, M., & CHATZINOTAS, S. (16 March 2022). Machine Learning for Radio Resource Management in Multibeam GEO Satellite Systems. Electronics, 11 (7), 992. doi:10.3390/electronics11070992
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G., Tarchi, D., Martinez, R., Vanelli-Coralli, A., Salas, M., & Landeros, S. (March 2022). Cooperative Multi-Agent Deep Reinforcement Learning for Resource Management in Full Flexible VHTS Systems. IEEE Transactions on Cognitive Communications and Networking, 8 (1). doi:10.1109/TCCN.2021.3087586
Peer Reviewed verified by ORBi

Cornejo, A., Landeros, S., Matias, J. M., ORTIZ GOMEZ, F. D. G., Martinez, R., & Salas-Natera, M. A. (2022). Method of Rain Attenuation Prediction Based on Long–Short Term Memory Network. Neural Processing Letters. doi:10.1007/s11063-022-10749-1
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G. (2021). Optimization of cost and capacity of broadband satellite system and resources management using Machine Learning techniques [Doctoral thesis, Universidad Politecnica de Madrid]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/50690doi:10.20868/UPM.thesis.68892

ORTIZ GOMEZ, F. D. G., Tarchi, D., Martinez, R., Vanelli-Coralli, A., Salas-Natera, M. A., & Landeros, S. (September 2021). Convolutional Neural Networks for Flexible Payload Management in VHTS Systems. IEEE Systems Journal, 15 (3), 4675 - 4686. doi:10.1109/JSYST.2020.3020038
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G., Tarchi, D., Martinez, R., Vanelli-Coralli, A., Salas-Natera, M. A., & Landeros, S. (2021). Supervised machine learning for power and bandwidth management in very high throughput satellite systems. International Journal of Satellite Communications and Networking. doi:10.1002/sat.1422
Peer reviewed

ORTIZ GOMEZ, F. D. G., Salas-Natera, M. A., Martinez, R., & Landeros, S. (May 2021). Optimization in VHTS Satellite System Design with Irregular Beam Coverage for Non-Uniform Traffic Distribution. Remote Sensing, 13 (13). doi:10.3390/rs13132642
Peer Reviewed verified by ORBi

Matias, J. M., ORTIZ GOMEZ, F. D. G., Hernandez, M., Lopez, C., Gil, U., & Landeros, S. (October 2020). Laboratory Tests of ATSC M/H Commercial Receivers Performance on SFN Networks. Revista IEEE América Latina, 18 (10). doi:10.1109/TLA.2020.9387646
Peer Reviewed verified by ORBi

ORTIZ GOMEZ, F. D. G., Martinez, R., Salas-Natera, M. A., Cornejo, A., & Landeros, S. (September 2020). Forward Link Optimization for the Design of VHTS Satellite Networks. Electronics, 9 (3). doi:10.3390/electronics9030473
Peer reviewed

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