Ana Flávia dos Reis

According to our database, Ana Flávia dos Reis authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Lightweight and High-Performance Vehicular Channel Estimation With Liquid Neural Networks.

Ana Flávia dos Reis, Pedro Márcio Raposo Pereira, Felipe A. P. de Figueiredo, Rausley A. A. de Souza

IEEE Trans. Veh. Technol., March, 2026

2025

DL-Aided Channel Estimation for Fluid Antenna Systems in IEEE 802.11p-based Vehicular Networks.

Ana Flávia dos Reis, Pedro M. R. Pereira, Felipe Augusto de Figueiredo, Hugerles S. Silva, Rausley A. A. de Souza

Proceedings of the 2025 IEEE Global Communications Conference, 2025

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., October, 2024

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

PhD thesis, 2024

2023

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

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

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

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

2020

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

Internet Technol. Lett., 2020