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Jonathan Aguiar Soares
Jonathan Aguiar Soares
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Machine-learning-based soft-failure localization with partial software-defined networking telemetry
KS Mayer, JA Soares, RP Pinto, CE Rothenberg, DS Arantes, DAA Mello
Journal of Optical Communications and Networking 13 (10), E122-E131, 2021
282021
Soft failure localization using machine learning with SDN-based network-wide telemetry
KS Mayer, JA Soares, RP Pinto, CE Rothenberg, DS Arantes, DAA Mello
2020 European Conference on Optical Communications (ECOC), 1-4, 2020
242020
Demonstration of ML-assisted soft-failure localization based on network digital twins
KS Mayer, RP Pinto, JA Soares, DS Arantes, CE Rothenberg, ...
Journal of Lightwave Technology 40 (14), 4514-4520, 2022
192022
Complex MIMO RBF neural networks for transmitter beamforming over nonlinear channels
K Soares Mayer, J Aguiar Soares, D Soares Arantes
Sensors 20 (2), 378, 2020
152020
Deep phase-transmittance RBF neural network for beamforming with multiple users
KS Mayer, C Müller, JA Soares, FCC de Castro, DS Arantes
IEEE Wireless Communications Letters 11 (7), 1498-1502, 2022
102022
Complex-valued phase transmittance RBF neural networks for massive MIMO-OFDM receivers
JA Soares, KS Mayer, FCC de Castro, DS Arantes
Sensors 21 (24), 8200, 2021
102021
A deep neural network model for link failure identification in multi-path ROADM based networks
DY Shimizu, KS Mayer, JA Soares, DS Arantes
2020 Photonics North (PN), 1-1, 2020
62020
Demonstration of machine-intelligent soft-failure localization using SDN telemetry
RP Pinto, KS Mayer, JA Soares, DS Arantes, DAA Mello, V Cavalcante, ...
Optical Fiber Communication Conference, M2B. 5, 2021
32021
High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization
KS Mayer, VR Moreira, JA Soares, DS Arantes
2020 Photonics North (PN), 1-1, 2020
32020
Semi-supervised ML-based joint channel estimation and decoding for m-MIMO with Gaussian inference learning
JA Soares, KS Mayer, DS Arantes
IEEE Wireless Communications Letters, 2023
22023
PCA-based channel estimation for MIMO communications
JA Soares, KS Mayer, PB Valadares, DS Arantes
arXiv preprint arXiv:2209.13458, 2022
22022
A Nonlinear Concurrent Butterfly Equalizer.
KS MAYER, JA SOARES, DS ARANTES
Radioengineering 30 (2), 2021
12021
On the Computational Complexities of Complex-Valued Neural Networks
KS Mayer, JA Soares, AA Cruz, DS Arantes
2023 IEEE Latin-American Conference on Communications (LATINCOM), 1-5, 2023
2023
On the Computational Complexities of Complex-valued Neural Networks
K Soares Mayer, J Aguiar Soares, A Arrais Cruz, D Soares Arantes
arXiv e-prints, arXiv: 2310.13075, 2023
2023
CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix
HS Sousa, JA Soares, KS Mayer, DS Arantes
arXiv preprint arXiv:2308.13623, 2023
2023
CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix
H dos Santos Sousa, JA Soares, KS Mayer, DS Arantes
arXiv e-prints, arXiv: 2308.13623, 2023
2023
PCA-based Channel Estimation for MIMO Communications
J Aguiar Soares, K Soares Mayer, P Benevenuto Valadares, ...
arXiv e-prints, arXiv: 2209.13458, 2022
2022
Complex phase-transmittance rbf neuralnetwork for massive mimo-ofdm decoding= Rede neural de função de base radial de transmissão de fase complexa para decodificação mimo-ofdm …
JA Soares
[sn], 2021
2021
ML-based Soft-failure Localization with Partial SDN Telemetry
KS MAYER, JA SOARES, RP PINTO, CE ROTHENBERG, DS ARANTES, ...
2021
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