Machine learning in energy efficiency optimization M Ali Imran, A Flávia dos Reis, G Brante, P Valente Klaine, ... Machine Learning for Future Wireless Communications, 105-117, 2020 | 15 | 2020 |
Energy efficiency analysis of drone small cells positioning based on reinforcement learning AF dos Reis, G Brante, R Parisotto, RD Souza, PHV Klaine, JP Battistella, ... Internet Technology Letters 3 (5), e166, 2020 | 7 | 2020 |
Low complexity LSTM-NN-based receiver for vehicular communications in the presence of high-power amplifier distortions AF Dos Reis, Y Medjahdi, BS Chang, J Sublime, G Brante, CF Bader IEEE Access 10, 121985-122000, 2022 | 6 | 2022 |
Deep learning based receivers for IEEE 802.11 p standard with high power amplifiers distortions AF Dos Reis, Y Medjahdi, G Brante, BS Chang, F Bader 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-6, 2022 | 1 | 2022 |
LSTM-Based Time-Frequency Domain Channel Estimation for OTFS Modulation AF dos Reis, BS Chang, Y Medjahdi, G Brante, F Bader IEEE Transactions on Vehicular Technology, 2024 | | 2024 |
New Baseband Architectures Using Machine Learning and Deep Learning in the Presence of Nonlinearities and Dynamic Environment AF Dos Reis Sorbonne Université; Universidade tecnológica federal do Paraná (Brésil), 2024 | | 2024 |
Ensemble Learning for LSTM-based Vehicle Channel Estimation Generalization A Flávia, G Brante, BS Chang, Y Medjahdi, F Bader, J Sublime XLI BRAZILIAN SYMPOSIUM ON TELECOMMUNICATIONS AND SIGNAL PROCESSING-SBrT 2023, 2023 | | 2023 |
Memory Effects of High-Power Amplifiers in LSTM-based Vehicular Channel Estimation AF Dos Reis, Y Medjahdi, BS Chang, G Brante, F Bader IEEE Access, 2023 | | 2023 |
Eficiência energética no posicionamento de estações rádio-base móveis baseadas em VANTS aplicando aprendizagem por reforço AF Reis | | 2020 |
Ensemble Learning for LSTM-based Vehicle Channel Estimation Generalization AF dos Reis, G Brante, BS Chang, Y Medjahdi, F Bader, J Sublime | | |
Consumo Energético no Posicionamento de Estações Rádio-Base Móveis Baseadas em VANTs Aplicando Aprendizagem por Reforço AF dos Reis, G Brante, R de Paula Parisotto, RD Souza XXXVII SIMPÓSIO BRASILEIRO DE TELECOMUNICAÇÕES E PROCESSAMENTO DE SINAIS, 0 | | |