Energy efficiency analysis of Drone Small Cells positioning based on reinforcement learning. - Ana Flávia dos Reis; Glauber Brante; Rafaela de Paula Parisotto; Richard D. Souza; Paulo H. V. Klaine; João Pedro Battistella Nadas; Muhammad Ali Imran 001 (Internet Technol. Lett., 2020)

Deep Learning Based Receivers for IEEE 802.11p Standard with High Power Amplifiers Distortions. - Ana Flávia dos Reis; Yahia Medjahdi; Glauber Brante; Bruno Sens Chang; Faouzi Bader (VTC Spring, 2022)

Low Complexity LSTM-NN-Based Receiver for Vehicular Communications in the Presence of High-Power Amplifier Distortions. - Ana Flávia dos Reis; Yahia Medjahdi; Bruno Sens Chang; Jérémie Sublime; Glauber Brante; Faouzi Bader (IEEE Access, 2022)

Memory Effects of High-Power Amplifiers in LSTM-Based Vehicular Channel Estimation. - Ana Flávia dos Reis; Yahia Medjahdi; Bruno Sens Chang; Glauber Brante; Faouzi Bader (IEEE Access, 2023)

New Baseband Architectures Using Machine Learning and Deep Learning in the Presence of Nonlinearities and Dynamic Environment. (Nouvelles architectures en bande de base en utilisant l'apprentissage automatique et apprentissage profond en présence de non-linéarités et d'environnement dynamique). - Ana Flávia dos Reis (2024)

LSTM-Based Time-Frequency Domain Channel Estimation for OTFS Modulation. - Ana Flávia dos Reis; Bruno Sens Chang; Yahia Medjahdi; Glauber Brante; Faouzi Bader (IEEE Trans. Veh. Technol., 2024)