Jonathan Aguiar Soares

Demonstration of ML-Assisted Soft-Failure Localization Based on Network Digital Twins

Kayol S. Mayer, Rossano P. Pinto, Jonathan Aguiar Soares et al. · Journal of Lightwave Technology · 2022 · 46 citations

Engineering, Machine Learning, Location Estimation +17

Machine-learning-based soft-failure localization with partial software-defined networking telemetry

Kayol S. Mayer, Jonathan Aguiar Soares, Rossano P. Pinto et al. · Journal of Optical Communications and Networking · 2021 · 44 citations

Machine-learning-based Soft-failure Localization, Engineering, Machine Learning +17

Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry

Kayol S. Mayer, Jonathan Aguiar Soares, Rossano P. Pinto et al. · 2020 · 23 citations

Soft Failure Localization, Engineering, Machine Learning +17

Deep Phase-Transmittance RBF Neural Network for Beamforming With Multiple Users

Kayol S. Mayer, Candice Müller, Jonathan Aguiar Soares et al. · IEEE Wireless Communications Letters · 2022 · 20 citations

Wireless Communications, Mimo System, Engineering +10

Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels

Kayol S. Mayer, Jonathan Aguiar Soares, Dalton S. Arantes · Sensors · 2020 · 19 citations · Full text

Array Processing, Mimo System, Engineering +12