Search Results - "Soares Arantes, Dalton"
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Complex MIMO RBF Neural Networks for Transmitter Beamforming over Nonlinear Channels
Published in Sensors (Basel, Switzerland) (09-01-2020)“…The use of beamforming for efficient transmission has already been successfully implemented in practical systems and is absolutely necessary to even further…”
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Semi-Supervised ML-Based Joint Channel Estimation and Decoding for m-MIMO With Gaussian Inference Learning
Published in IEEE wireless communications letters (01-12-2023)“…This letter proposes the use of quasi-orthogonal space-time block codes (QOSTBC) to enhance link quality and reliability in massive multiple-input…”
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Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers
Published in Sensors (Basel, Switzerland) (08-12-2021)“…Multi-input multi-output (MIMO) transmission schemes have become the techniques of choice for increasing spectral efficiency in bandwidth-congested areas…”
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4
Deep Phase-Transmittance RBF Neural Network for Beamforming with Multiple Users
Published in IEEE wireless communications letters (01-07-2022)“…In recent years, beamforming has been vital to increasing the spectral and energy efficiency of the current and next-generation wireless communication systems,…”
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5
Analysis of User Interaction with a Brain-Computer Interface Based on Steady-State Visually Evoked Potentials: Case Study of a Game
Published in Computational intelligence and neuroscience (01-01-2018)“…This paper presents a systematic analysis of a game controlled by a Brain-Computer Interface (BCI) based on Steady-State Visually Evoked Potentials (SSVEP)…”
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6
On the Computational Complexities of Complex-valued Neural Networks
Published 19-10-2023“…IEEE Latin-American Conference on Communications (LATINCOM 2023) Complex-valued neural networks (CVNNs) are nonlinear filters used in the digital signal…”
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Online ML-based Joint Channel Estimation and MIMO Decoding for Dynamic Channels
Published 15-08-2024“…This paper presents an online method for joint channel estimation and decoding in massive MIMO-OFDM systems using complex-valued neural networks (CVNNs). The…”
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CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix
Published 25-08-2023“…XLI Simp\'osio Brasileiro de Telecomunica\c{c}\~oes e Processamento de Sinais (SBrT 2023) In modern communication systems operating with Orthogonal…”
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PCA-based Channel Estimation for MIMO Communications
Published 27-09-2022“…In multiple-input multiple-output communications, channel estimation is paramount to keep base stations and users on track. This paper proposes a novel…”
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10
A Nonlinear Concurrent Butterfly Equalizer
Published in Radioengineering (01-06-2021)“…Optical communication systems operating with high data rates and dual-polarization are frequently disrupted by chromatic and polarization mode dispersions…”
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100 Gbit/s AES-GCM Cryptography Engine for Optical Transport Network Systems: Architecture, Design and 40 nm Silicon Prototyping
Published in Microelectronics (01-10-2021)“…This work reports the architecture, design, verification and prototyping of a 100 Gbit/s AES-GCM cryptography engine specifically conceived for securing…”
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