About Me
Currently a PhD candidate and researcher at the University of Twente
My research is about how to implement Deep Learning into the Radar domain.
Expertise
Engineering & Materials Science
# Bicycles
# Direction Of Arrival
# Fusion Reactions
# Maximum Likelihood Estimation
# Mimo Radar
# Neural Networks
# Noise Abatement
# Radar
Organisations
Research
Researcher and PhD student at University of Twente.
Topics: Radar, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Direction of Arrival.
Topics: Radar, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Direction of Arrival.
Publications
Recent
Lima de Oliveira, M. L.
, & Bekooij, M. J. G. (2022).
ResNet Applied for a Single-Snapshot DOA Estimation. In
2022 IEEE Radar Conference (RadarConf22)
https://doi.org/10.1109/RadarConf2248738.2022.9763905
Lima de Oliveira, M. L.
, & Bekooij, M. J. G. (2022).
Deep-MLE: Fusion between a Neural Network and MLE for a Single Snapshot DOA Estimation. In
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
https://doi.org/10.1109/ICASSP43922.2022.9747692
Lima de Oliveira, M. L.
, & Bekooij, M. J. G. (2020).
Generating Synthetic Short-Range FMCW Range-Doppler Maps Using Generative Adversarial Networks and Deep Convolutional Autoencoders. In
2020 IEEE Radar Conference (RadarConf20) [9266348] IEEE.
https://doi.org/10.1109/RadarConf2043947.2020.9266348
Lima de Oliveira, M. L.
, & Bekooij, M. J. G. (2020).
Deep Convolutional Autoencoder Applied for Noise Reduction in Range-Doppler Maps of FMCW Radars. In
2020 IEEE International Radar Conference (RADAR) (pp. 630-635). [09114719] IEEE.
https://doi.org/10.1109/RADAR42522.2020.9114719
UT Research Information System
Google Scholar Link
Contact Details
Visiting Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
(building no. 11)
Hallenweg 19
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
P.O. Box 217
7500 AE Enschede
The Netherlands