Aldebaro Klautau

Orcid: 0000-0001-7773-2080

According to our database1, Aldebaro Klautau authored at least 101 papers between 1999 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Intent-Aware Radio Resource Scheduling in a RAN Slicing Scenario Using Reinforcement Learning.
IEEE Trans. Wirel. Commun., March, 2024

CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital Twins.
CoRR, 2024

2023
A Literature Survey on AI-Aided Beamforming and Beam Management for 5G and 6G Systems.
Sensors, 2023

CSI Compression for Distributed-MIMO With Centralized Precoding and Power Allocation.
IEEE Commun. Lett., 2023

2022
Rate Control for Entropy-Coded LPC: Application to Packet-Based Fronthauling.
IEEE Trans. Commun., 2022

Simulation of machine learning-based 6G systems in virtual worlds.
CoRR, 2022

Deep Reinforcement Learning-Based Scheduling for Multiband Massive MIMO.
IEEE Access, 2022

Ray-Tracing MIMO Channel Dataset for Machine Learning Applied to V2V Communication.
Proceedings of the IEEE Latin-American Conference on Communications, 2022

Compression of Activation Signals from Split Deep Neural Network.
Proceedings of the IEEE Latin-American Conference on Communications, 2022

A Coverage-Aware VNF Placement and Resource Allocation Approach for Disaggregated vRANs.
Proceedings of the IEEE Global Communications Conference, 2022

Deep reinforcement learning for joint functional split and network function placement in vRAN.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Raymobtime for SSP 2021 paper.
Dataset, May, 2021

Deep Transfer Learning for Site-Specific Channel Estimation in Low-Resolution mmWave MIMO.
IEEE Wirel. Commun. Lett., 2021

Functional Split and Frequency-Domain Processing for Fronthaul Traffic Reduction.
IEEE Commun. Lett., 2021

System Intelligence for UAV-Based Mission Critical with Challenging 5G/B5G Connectivity.
CoRR, 2021

Artificial Intelligence for Enhanced Mobility and 5G Connectivity in UAV-Based Critical Missions.
IEEE Access, 2021

Clock Synchronization Algorithms Over PTP-Unaware Networks: Reproducible Comparison Using an FPGA Testbed.
IEEE Access, 2021

Generating Mimo Channels for 6G Virtual Worlds Using Ray-Tracing Simulations.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

of Kalman Filtering for Clock Synchronization in PTP-Unaware Networks.
Proceedings of the IEEE Latin-American Conference on Communications, 2021

Predicting Video Bitrate from Encrypted Streaming Traffic in SDN-based 5G Networks with ML.
Proceedings of the IEEE Latin-American Conference on Communications, 2021

An LSTM-based Approach for Holdover Clock Disciplining in IEEE 1588 PTP Applications.
Proceedings of the IEEE Global Communications Conference, 2021

2020
SNR-Based Pre-Emphasis for Transmission of Frequency-Multiplexed Radio Signals in Fronthaul.
IEEE Commun. Lett., 2020

Testbed for 5G Connected Artificial Intelligence on Virtualized Networks.
IEEE Access, 2020

Testbed Evaluation of Distributed Radio Timing Alignment Over Ethernet Fronthaul Networks.
IEEE Access, 2020

5G V2X communication at millimeter wave: rate maps and use cases.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Accuracy Analysis of the Geometrical Approximation of MIMO Channels Using Ray-Tracing.
Proceedings of the IEEE Latin-American Conference on Communications, 2020

Public Dataset of Parking Lot Videos for Computational Vision Applied to Surveillance.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
LIDAR Data for Deep Learning-Based mmWave Beam-Selection.
IEEE Wirel. Commun. Lett., 2019

Modelling and performance evaluation of alien crosstalk mitigation in DMT transmissions.
Digit. Signal Process., 2019

C-RAN Virtualization with OpenAirInterface.
CoRR, 2019

Testbed for ICN media distribution over LTE radio access networks.
Comput. Networks, 2019

MmWave Vehicular Beam Selection With Situational Awareness Using Machine Learning.
IEEE Access, 2019

Position-Aided Compressive Channel Estimation and Tracking for Millimeter Wave Multi-User MIMO Air-to-Ground Communications.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Position and LIDAR-Aided mmWave Beam Selection using Deep Learning.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

MIMO Channel Estimation with Non-Ideal ADCS: Deep Learning Versus GAMP.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Deep Reinforcement Learning Applied to Congestion Control in Fronthaul Networks.
Proceedings of the 2019 IEEE Latin-American Conference on Communications, 2019

A Fronthaul Signal Compression Method Based on Trellis Coded Quantization.
Proceedings of the 2019 IEEE Latin-American Conference on Communications, 2019

Tenant-Aware Slice Admission Control Using Neural Networks-Based Policy Agent.
Proceedings of the Cognitive Radio-Oriented Wireless Networks, 2019

Utterance Copy in Formant-Based Speech Synthesizers Using LSTM Neural Networks.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Improved LPC-Based Fronthaul Compression With High Rate Adaptation Resolution.
IEEE Commun. Lett., 2018

Frequency Tracking: LMS and RLS Applied to Speech Formant Estimation (2000).
CoRR, 2018

DCT-based compression scheme for OFDM baseband signals.
Proceedings of the 2018 Wireless Days, 2018

5G MIMO Data for Machine Learning: Application to Beam-Selection Using Deep Learning.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Analysis of Controlled Packet Departure to Support Ethernet Fronthaul Synchronization via PTP.
Proceedings of the IEEE International Symposium on Precision Clock Synchronization for Measurement, 2018

MmWave Vehicular Beam Training with Situational Awareness by Machine Learning.
Proceedings of the IEEE Globecom Workshops, 2018

Detection and Channel Equalization with Deep Learning for Low Resolution MIMO Systems.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Low Complexity Transform Coding for Millimeter Wave MIMO CSI Compression.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
An LPC-Based Fronthaul Compression Scheme.
IEEE Commun. Lett., 2017

Mitigation of Alien Crosstalk for Downstream DSL Impaired by Multiple Interferers.
IEEE Commun. Lett., 2017

2016
A wavelet-based expert system for digital subscriber line topology identification.
Int. J. Commun. Syst., 2016

An hybrid evolutionary multiobjective algorithm for multiuser margin maximization in DSL.
Int. J. Commun. Syst., 2016

Rate Balancing Based Tomlinson-Harashima Precoding for G.Fast Systems.
IEEE Commun. Lett., 2016

Genetic algorithm to estimate the input parameters of Klatt and HLSyn formant-based speech synthesizers.
Biosyst., 2016

Analysis and Evaluation of End-to-End PTP Synchronization for Ethernet-Based Fronthaul.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Utterance copy through analysis-by-synthesis using genetic algorithm.
J. Braz. Comput. Soc., 2015

Avaliação de Técnicas de Mineração de Dados para Predição de Desligamentos em Sistemas Elétricos de Potência [Data Mining Techniques Assessment for Shutdowns Prediction of Electric Power Systems].
Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015

A comparison between RS+TCM and LDPC for G.fast channel coding.
Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015

KHM cable model parameters for ITU-T G.fast reference loops.
Proceedings of the IEEE Conference on Standards for Communications and Networking, 2015

2014
Simple and Causal Copper Cable Model Suitable for G.fast Frequencies.
IEEE Trans. Commun., 2014

Utterance copy for Klatt's speech synthesizer using genetic algorithm.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Optimizing power normalization for G.fast linear precoder by linear programming.
Proceedings of the IEEE International Conference on Communications, 2014

Low complexity precoder and equalizer for DMT systems with insufficient cyclic prefix.
Proceedings of the IEEE Global Communications Conference, 2014

2013
An Efficient FPGA IP Core for Automatic Modulation Classification.
IEEE Embed. Syst. Lett., 2013

Uma Ferramenta para Projeto de Sistemas de Diálogos para Call Center Baseados em Asterisk (A Tool for the Design of Dialog Systems for Asterisk-based Call Centers) [in Portuguese].
Proceedings of the 9th Brazilian Symposium in Information and Human Language Technology, 2013

Real-time digital modulation classification based on Support Vector Machines.
Proceedings of the 26th Symposium on Integrated Circuits and Systems Design, 2013

VLSI architectures for Digital Modulation Classification using Support Vector Machines.
Proceedings of the 4th IEEE Latin American Symposium on Circuits and Systems, 2013

Capacity analysis of G.fast systems via time-domain simulations.
Proceedings of IEEE International Conference on Communications, 2013

Simple and causal twisted-pair channel models for G.fast Systems.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

A genetic algorithm with look-ahead mechanism to estimate formant synthesizer input parameters.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Transfer Function Estimation of Telephone Lines from Input Impedance Measurements.
IEEE Trans. Instrum. Meas., 2012

Baseline Acoustic Models for Brazilian Portuguese Using CMU Sphinx Tools.
Proceedings of the Computational Processing of the Portuguese Language, 2012

Expert system based on wavelets and DELT measurements for VDSL systems.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Free tools and resources for Brazilian Portuguese speech recognition.
J. Braz. Comput. Soc., 2011

A Front End for Discriminative Learning in Automatic Modulation Classification.
IEEE Commun. Lett., 2011

Um Sistema para Melhorar a Usabilidade de um Gerenciador de Correio Eletrônico Baseado em Reconhecimento de Fala (A System for Improving the Usability of a E-mail Management Tool with Speech Recognition) [in Portuguese].
Proceedings of the 8th Brazilian Symposium in Information and Human Language Technology, 2011

A Rule-based Syllabification Algorithm with Stress Determination for Brazilian Portuguese Natural Language Processing.
Proceedings of the 17th International Congress of Phonetic Sciences, 2011

2010
Semiblind spectrum balancing for DSL.
IEEE Trans. Signal Process., 2010

Line Topology Identification Using Multiobjective Evolutionary Computation.
IEEE Trans. Instrum. Meas., 2010

Impact of Crosstalk Channel Estimation on the DSM Performance for DSL Networks.
EURASIP J. Adv. Signal Process., 2010

An Evolutionary Algorithm for Improved Diversity in DSL Spectrum Balancing Solutions.
EURASIP J. Adv. Signal Process., 2010

An Open-Source Speech Recognizer for Brazilian Portuguese with a Windows Programming Interface.
Proceedings of the Computational Processing of the Portuguese Language, 2010

An Algorithm for Improved Stability of DSL Networks Using Spectrum Balancing.
Proceedings of the Global Communications Conference, 2010

DSL Impulse Noise Measurement System Implemented in USRP and GNU Radio.
Proceedings of the Sixth Advanced International Conference on Telecommunications, 2010

2009
Data Mining Applied to the Electric Power Industry: Classification of Short-Circuit Faults in Transmission Lines.
Proceedings of the Innovative Applications in Data Mining, 2009

Capacity of MIMO DSL systems using 100 MHz measured channel data.
Proceedings of the 2009 International Conference on Telecommunications, 2009

Spectrum Balancing Algorithms for Power Minimization in DSL Networks.
Proceedings of IEEE International Conference on Communications, 2009

Performance Analysis of a Multiband OFDM UWB System in the Presence of Narrowband Interference.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

DSM performance on practical DSL systems based on estimated crosstalk channel information.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Hierarchical Agglomerative Clustering of Short-Circuit Faults in Transmission Lines.
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008

GASpeech: A Framework for Automatically Estimating Input Parameters of Klatt's Speech Synthesizer.
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008

Spoltech and OGI-22 Baseline Systems for Speech Recognition in Brazilian Portuguese.
Proceedings of the Computational Processing of the Portuguese Language, 2008

Semi-Blind Power Allocation for Digital Subscriber Lines.
Proceedings of IEEE International Conference on Communications, 2008

Impact of Crosstalk Estimation on the Dynamic Spectrum Management Performance.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Data Mining Applied to the Electric Power Industry: Classification of Short-Circuit Faults in Transmission Lines.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

2004
In Defense of One-Vs-All Classification.
J. Mach. Learn. Res., 2004

2003
On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines.
J. Mach. Learn. Res., 2003

Discriminative Gaussian Mixture Models: A Comparison with Kernel Classifiers.
Proceedings of the Machine Learning, 2003

Mining speech: automatic selection of heterogeneous features using boosting.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Combined binary classifiers with applications to speech recognition.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2000
Server-assisted speech recognition over the Internet.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Predictive vector quantization with intrablock prediction support region.
IEEE Trans. Image Process., 1999


  Loading...