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Profil

OLIVEIRA KUHFUSS DE MENDONÇA Marcele

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

ORCID
0000-0001-6915-0574
Main Referenced Co-authors
CHATZINOTAS, Symeon  (13)
QUEROL, Jorge  (11)
LAGUNAS, Eva  (8)
ORTIZ GOMEZ, Flor de Guadalupe  (6)
VASQUEZ-PERALVO, Juan Andres  (6)
Main Referenced Keywords
Computer Networks and Communications (5); Machine learning (3); Satellite communications (3); Signal Processing (3); beamforming (2);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications (4)
Main Referenced Disciplines
Electrical & electronics engineering (12)
Computer science (2)
Aerospace & aeronautics engineering (1)
Engineering, computing & technology: Multidisciplinary, general & others (1)

Publications (total 16)

The most downloaded
278 downloads
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 https://hdl.handle.net/10993/63005

The most cited

22 citations (Scopus®)

OLIVEIRA KUHFUSS DE MENDONÇA, M., Netto, S. L., Diniz, P. S. R., & Theodoridis, S. (2023). Machine learning. In Signal Processing and Machine Learning Theory. Elsevier. doi:10.1016/B978-0-32-391772-8.00019-3 https://hdl.handle.net/10993/63460

GARCES SOCARRAS, L. M., CUIMAN MARQUEZ, R., ORTIZ GOMEZ, F. D. G., VASQUEZ-PERALVO, J. A., GONZALEZ RIOS, J. L., CHEHAITLY, M., MALMIR, S., NIK, A., KAZANSKII Arkadii, THOEMEL, J., OLIVEIRA KUHFUSS DE MENDONÇA, M., VARADARAJULU, S., LAGUNAS, E., MERLANO DUNCAN, J. C., QUEROL, J., & CHATZINOTAS, S. (October 2025). Onboard Machine Learning for Satellite Edge Computing: The SPAICE Project Use Case [Paper presentation]. European Data Handling & Data Processing Conference, Elche, Spain.
Editorial reviewed

OLIVEIRA KUHFUSS DE MENDONÇA, M., Vega, F. J. M., EAPPEN, G., GARCIA MORETA, C. E., BABIKIR MOHAMMAD ADAM, A., QUEROL, J., Soret, B., & CHATZINOTAS, S. (2025). A Machine Learning-Based Receiver for Mitigating Nonlinear Distortion in OFDM Systems for 5G. In 2025 IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2025. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/MeditCom64437.2025.11104481
Peer reviewed

OLIVEIRA KUHFUSS DE MENDONÇA, M., LAGUNAS, E., Grotz, J., Pérez-Neira, A., & CHATZINOTAS, S. (20 August 2025). Deep Q-Learning-Based Handover for Spectral Coexistence Between Feeder and User Links in LEO Satellite Networks. IEEE Open Journal of the Communications Society, 6, 6777 - 6791. doi:10.1109/OJCOMS.2025.3600820
Peer Reviewed verified by ORBi

GARCIA MORETA, C. E., Martin Vega, F. J., CAMANA ACOSTA, M. R., EAPPEN, G., OLIVEIRA KUHFUSS DE MENDONÇA, M., BABIKIR MOHAMMAD ADAM, A., Soret, B., QUEROL, J., & CHATZINOTAS, S. (August 2025). Swarm Intelligence aided PTS-Based Framework for PAPR Reduction in Satellite Communication System [Paper presentation]. 2024 IEEE Globecom Workshops, Cape Town, South Africa. doi:10.1109/GCWkshp64532.2024.11100425
Peer reviewed

ABDU, T. S., LAGUNAS, E., ORTIZ GOMEZ, F. D. G., QUEROL, J., AOUEDI, O., OLIVEIRA KUHFUSS DE MENDONÇA, M., CHATZINOTAS, S., & Joel Grotz. (2025). Satellite and Mobile Network Operator Cooperation Models for Efficient Handover in 6G-TN-NTN [Paper presentation]. EASN International Conference, madrid, Spain.

VARADARAJULU, S., OLIVEIRA KUHFUSS DE MENDONÇA, M., EAPPEN, G., QUEROL, J., & CHATZINOTAS, S. (24 September 2024). Enhanced Demodulator for 5G NTN using Spatio-Temporal Attention Convolutional Autoencoder and Akida Brainchip SNN [Paper presentation]. The conference at which the Contributor proposes to present the Content, titled: 41st International Communications Satellite Systems Conference (ICSSC 2024), Seattle, United States.
Editorial 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

OLIVEIRA KUHFUSS DE MENDONÇA, M., Diniz, P. S. R., Morales, J. M., & Frossard, P. (02 September 2024). Adversarial Training for Jamming-Robust Channel Estimation in OFDM Systems. IEEE open journal of signal processing, 5, 1031 - 1041. doi:10.1109/OJSP.2024.3453176
Peer Reviewed verified by ORBi

Larráyoz-Arrigote, I., OLIVEIRA KUHFUSS DE MENDONÇA, M., Gonzalez-Garrido, A., KRIVOCHIZA, J., KUMAR, S., QUEROL, J., Grotz, J., ANDRENACCI, S., & CHATZINOTAS, S. (12 August 2024). ML-based PBCH symbol detection and equalization for 5G Non-Terrestrial Networks [Paper presentation]. 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), Madrid, Spain. doi:10.1109/MeditCom61057.2024.10621238

VARADARAJULU, S., Baeza, V. M., QUEROL, J., OLIVEIRA KUHFUSS DE MENDONÇA, M., & CHATZINOTAS, S. (2024). Graph Neural Network Pooling for BCH Channel Decoding in Software Defined Satellites. In M. Valenti (Ed.), 2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024 (pp. 1-6). Piscataway, United States - New Jersey: Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICCWorkshops59551.2024.10615375
Editorial 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

OLIVEIRA KUHFUSS DE MENDONÇA, M., LAGUNAS, E., Perez-Neira, A., VASQUEZ-PERALVO, J. A., Grotz, J., CHATZINOTAS, S., & OTTERSTEN, B. (22 October 2023). MANAGING USER AND GATEWAY LINK SPECTRAL COEXISTENCE IN LEO SATELLITE SYSTEMS VIA HAND-OVER [Paper presentation]. 40th International Communications Satellite Systems Conference (ICSSC), Bradford, United Kingdom.
Editorial 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

OLIVEIRA KUHFUSS DE MENDONÇA, M., Apolinário, I. F., & Diniz, P. S. R. (2023). Introduction to signal processing and machine learning theory. In Signal Processing and Machine Learning Theory. Elsevier. doi:10.1016/B978-0-32-391772-8.00007-7
Peer reviewed

OLIVEIRA KUHFUSS DE MENDONÇA, M., Netto, S. L., Diniz, P. S. R., & Theodoridis, S. (2023). Machine learning. In Signal Processing and Machine Learning Theory. Elsevier. doi:10.1016/B978-0-32-391772-8.00019-3
Peer reviewed

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