Fábio Daniel Lopes Coutinho

Fábio Coutinho

Academic position:	PhD Student
Joining date:	01-09-2019
Roles in IT:	PhD Student
Thematic Line:	Wireless Technologies
Group:	Radio Systems – Av

Email: Send Email
Address: IT – Aveiro
Instituto de Telecomunicações
Campus Universitário de Santiago
P-3810-193 AVEIRO - PORTUGAL
Tel: +351 234 377 900
Fax: +351 234 377 901

https://www.orcid.org/0000-0002-7790-3924

Scientific Achievements

Thesis Information

Artificial Intelligence and FPGA Acceleration for 6G Physical Layer, Universidade de Aveiro, PhD Student, Fábio Daniel Lopes Coutinho, Supervisor: A. Oliveira, Co-supervisor: P. Georgieva, set-2019 - dez-2024

Publications

2Papers in Journals

F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, A Novel CNN-Based Channel Estimation Algorithm in the Presence of Phase Noise and CFO, IEEE Wireless Communications Letters, Vol. 13, No. 1, pp. 193 - 197, January, 2024 | BibTex
F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, 5G cascaded channel estimation using convolutional neural networks, Digital Signal Processing, Vol. 126, No. 2022, pp. 103483 - 103483, February, 2022,
| Abstract | Full text (PDF 1 MB) | BibTex

8Papers in Conferences

F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, On the Performance Analysis of DL-based Data Detection Algorithms in M-QAM Satellite Links, 28th IEEE Workshop on Signal and Power Integrity, Lisboa, Portugal, Vol., pp. -, May, 2024 | BibTex
F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, CNN Architecture Design Impact in DL-Based Channel Estimation Algorithms, IEEE Workshop on Communication Networks and Power Systems IEEE WCNPS, Brasília, Brazil, November, 2023,
| Abstract | Full text (PDF 1 MB) | BibTex
F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, Quantization Effects in a CNN-based Channel Estimator, IEEE Radio and Wireless Symp. - RWS, Las Vegas, United States, January, 2023,
| Abstract | Full text (PDF 335 KBs) | BibTex
F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, CNN-based Algorithm for Joint Channel and Phase Noise Estimation in OFDM Relay Systems, IEEE Latin-American Conference on Communications, Rio de Janeiro, Brazil, December, 2022,
| Abstract | Full text (PDF 499 KBs) | BibTex
F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, A Flexible CNN Architecture for Real-Time FPGA Implementation, III International Conference on Machine Learning & Applied Network Technologies, Conference online, Vol., pp. -, December, 2022 | BibTex
F. Coutinho, H. Silva, A. Oliveira, FPGA-based Design and Optimization of a 5G-NR DU Receiver, Telecoms Conference ConfTELE, Leiria, Portugal, February, 2021,
| Abstract | Full text (PDF 1 MB) | BibTex
F. Coutinho, J. M. D. D. Domingues, P. Marques, S. S. Pereira, H. Silva, A. Oliveira, Towards the Flexible and Efficient Implementation of the 5G-NR RAN Physical Layer, IEEE Radio and Wireless Symp. - RWS, San Diego, United States, January, 2021,
| Abstract | Full text (PDF 2 MBs) | BibTex
J. M. D. D. Domingues, F. Coutinho, S. S. Pereira, H. Silva, A. Oliveira, MPSoC Fast Prototyping of a Reconfigurable DU Downlink Transmission Chain for 5G New Radio, International Workshop on Rapid System Prototyping RSP, Hamburg, Germany, September, 2020,
| Abstract | Full text (PDF 1020 KBs) | BibTex

IT Member Profile

Fábio Coutinho

Scientific Achievements