Fábio D. L. Coutinho

12 papers C 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Transfer Learning-Based Channel Estimation Supported by FPGA Dynamic Reconfiguration.
IEEE Wirel. Commun. Lett.
Fábio D. L. Coutinho, Luís Filipe Almeida, Hugerles S. Silva, Petia Georgieva, Arnaldo S. R. Oliveira
2025 — conf
A Bandwidth-Scalable CNN-based Channel Estimation Algorithm for 5G Systems.
RWS
Fábio D. L. Coutinho, Hugerles S. Silva, Arnaldo S. R. Oliveira
2025 J jnl
A Quantization-Aware DL-Based Channel Estimation Algorithm for OFDM Systems.
IEEE Access
Fábio D. L. Coutinho, Samuel Santos Pereira, Hugerles S. Silva, Petia Georgieva, Arnaldo S. R. Oliveira
2025 — conf
AI Frameworks and DL Processing Units Performance Evaluation for CNN-Based Real-Time RF Modulation Classification.
HEART
Thalles M. Moreira, Fábio D. L. Coutinho, Arnaldo S. R. Oliveira
2025 — conf
Understanding Signal Feature Impact in CNN-Based Modulation Classification with Realistic Datasets.
ICCSA (Workshops 1)
Bruno M. S. Teixeira, Thalles M. Moreira, João Rodrigo Faria, Fábio D. L. Coutinho, Samuel Santos Pereira, Arnaldo S. R. Oliveira
2025 — conf
Using Automatic Code Generation to Streamline the Real-Time FPGA Deployment of DNNs at the Edge.
ICECS
João Rodrigo Faria, Fábio D. L. Coutinho, Arnaldo S. R. Oliveira
2024 J jnl
A Novel CNN-Based Channel Estimation Algorithm in the Presence of Phase Noise and CFO.
IEEE Wirel. Commun. Lett.
Fábio D. L. Coutinho, Hugerles S. Silva, Petia Georgieva, Arnaldo S. R. Oliveira
2023 — conf
Quantization Effects in a CNN-based Channel Estimator.
RWS
Fábio D. L. Coutinho, Hugerles S. Silva, Petia Georgieva, Arnaldo S. R. Oliveira
2022 J jnl
5G cascaded channel estimation using convolutional neural networks.
Digit. Signal Process.
Fábio D. L. Coutinho, Hugerles S. Silva, Petia Georgieva, Arnaldo S. R. Oliveira
2022 — conf
CNN-based Algorithm for Joint Channel and Phase Noise Estimation in OFDM Relay Systems.
LATINCOM
Fábio D. L. Coutinho, Hugerles S. Silva, Petia Georgieva, Arnaldo S. R. Oliveira
2021 — conf
Towards the Flexible and Efficient Implementation of the 5G-NR RAN Physical Layer.
RWS
Fábio D. L. Coutinho, José D. Domingues, Pedro M. C. Marques, Samuel Santos Pereira, Hugerles S. Silva, Arnaldo S. R. Oliveira
2020 C conf
MPSoC Fast Prototyping of a Reconfigurable DU Downlink Transmission Chain for 5G New Radio.
RSP
José D. Domingues, Fábio D. L. Coutinho, Pedro M. C. Marques, Samuel Santos Pereira, Hugerles S. Silva, Arnaldo S. R. Oliveira