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Marcele Oliveira Kuhfuss de Mendonça
Marcele Oliveira Kuhfuss de Mendonça
Research Associate, Snt, University of Luxembourg
Verifisert e-postadresse på uni.lu
Tittel
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Antenna selection in massive MIMO based on greedy algorithms
MOK Mendonça, PSR Diniz, TN Ferreira, L Lovisolo
IEEE Transactions on Wireless Communications 19 (3), 1868-1881, 2019
462019
Machine learning: Review and trends
MOK Mendonça, SL Netto, PSR Diniz, S Theodoridis
Signal Processing and Machine Learning Theory, 869-959, 2024
142024
On fast converging data-selective adaptive filtering
MOK Mendonça, JO Ferreira, CG Tsinos, PSR Diniz, TN Ferreira
Algorithms 12 (1), 4, 2018
122018
Data-selective conjugate gradient algorithm
PSR Diniz, MOK Mendonça, JO Ferreira, TN Ferreira
2018 26th European Signal Processing Conference (EUSIPCO), 707-711, 2018
72018
Data selection in neural networks
JO Ferreira, MOK Mendonça, PSR Diniz
IEEE Open Journal of Signal Processing 2, 522-534, 2021
62021
OFDM receiver using deep learning: Redundancy issues
MOK Mendonça, PSR Diniz
2020 28th European Signal Processing Conference (EUSIPCO), 1687-1691, 2021
52021
Performance evaluation of adaptive filters for sparse wireless channel estimation
MVS Lima, TN Ferreira, WA Martins, MOK Mendonça, PSR Diniz
2017 25th European Signal Processing Conference (EUSIPCO), 2601-2065, 2017
52017
Adversarial training with informed data selection
MOK Mendonça, J Maroto, P Frossard, PSR Diniz
2022 30th European Signal Processing Conference (EUSIPCO), 608-612, 2022
42022
Machine learning-based channel estimation for insufficient redundancy OFDM receivers using comb-type pilot arrangement
MOK Mendonça, PSR Diniz, TN Ferreira
2022 IEEE Latin-American Conference on Communications (LATINCOM), 1-6, 2022
32022
Data selection kernel conjugate gradient algorithm
PSR Diniz, JO Ferreira, MOK Mendonça, TN Ferreira
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Optimal window design for intercarrier and intersymbol interference power minimization in w-ofdm
LFS Coelho, MOK Mendonça, PSR Diniz, F Cruz-Roldán
IEEE Wireless Communications Letters, 2023
22023
Data selective deep neural networks for image classification
MOK Mendonça, JO Ferreira, PSR Diniz
2021 29th European Signal Processing Conference (EUSIPCO), 1376-1380, 2021
12021
Zero-Padding OFDM Receiver Using Machine Learning
PSR Diniz, MOK Mendonça
2021 IEEE Statistical Signal Processing Workshop (SSP), 26-30, 2021
12021
Antenna selection in massive mimo based on matching pursuit
MOKM Mendonça
UFRJ/COPPE, 2018
12018
Adversarial Training for Jamming-robust Channel Estimation in OFDM Systems
MOK Mendonça, PSR Diniz, J Maroto, P Frossard
IEEE Open Journal of Signal Processing, 2024
2024
ML-based PBCH symbol detection and equalization for 5G Non-Terrestrial Networks
I Larráyoz-Arrigote, MOK Mendonça, A Gonzalez-Garrido, J Krivochiza, ...
2024 IEEE International Mediterranean Conference on Communications and …, 2024
2024
Graph Neural Network Pooling for BCH Channel Decoding in Software Defined Satellites
S Varadarajulu, VM Baeza, J Querol, MOK Mendonca, S Chatzinotas
2024 IEEE International Conference on Communications Workshops (ICC …, 2024
2024
Flexible Payload Configuration for Satellites using Machine Learning
MOK Mendonça, FG Ortiz-Gomez, J Querol, E Lagunas, JAV Peralvo, ...
2024 IEEE International Conference on Machine Learning for Communication and …, 2024
2024
MultiBeam Beamforming for Direct Radiating Arrays in Satellite Communications Using Genetic Algorithm
JA Vásquez-Peralvo, J Querol, F Ortíz, JL González-Rios, E Lagunas, ...
IEEE Open Journal of the Communications Society, 2024
2024
Supervised Learning Based Real-Time Adaptive Beamforming On-Board Multibeam Satellites
F Ortiz, JA Vasquez-Peralvo, J Querol, E Lagunas, JLG Rios, ...
2024 18th European Conference on Antennas and Propagation (EuCAP), 1-5, 2024
2024
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Artikler 1–20