Renato L. G. Cavalcante

Orcid: 0000-0002-8826-7580

Affiliations:
  • Fraunhofer Heinrich Hertz Institute, Berlin, Germany
  • Technical University of Berlin, Germany


According to our database1, Renato L. G. Cavalcante authored at least 100 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Towards Bridging the Gap between Near and Far-Field Characterizations of the Wireless Channel.
CoRR, 2024

Positive concave deep equilibrium models.
CoRR, 2024

Distributed fixed-point algorithms for dynamic convex optimization over decentralized and unbalanced wireless networks.
CoRR, 2024

2023
Superiorized Adaptive Projected Subgradient Method With Application to MIMO Detection.
IEEE Trans. Signal Process., 2023

Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach.
IEEE Trans. Signal Process., 2023

Fixed-point methods for long-term power control and beamforming design in large-scale MIMO.
CoRR, 2023

Distributed Convex Optimization "Over-the-Air" in Dynamic Environments.
CoRR, 2023

UL-DL duality for cell-free massive MIMO with per-AP power and information constraints.
CoRR, 2023

UL-DL Duality for Cell-Free Networks Under Per-AP Power and Information Constraints.
Proceedings of the IEEE International Conference on Communications, 2023

Characterization of the Weak Pareto Boundary of Resource Allocation Problems in Wireless Networks - Implications to Cell-Less Systems.
Proceedings of the IEEE International Conference on Communications, 2023

Deep-Unfolded Adaptive Projected Subgradient Method For Mimo Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Dynamic Distributed Convex Optimization "Over-The-Air" In Decentralized Wireless Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

Online Kernel-Based Quantile Regression Using Huberized Pinball Loss.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems.
IEEE Trans. Signal Process., 2022

Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Inverse Solvability and Security with Applications to Federated Learning.
CoRR, 2022

Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond.
CoRR, 2022

GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems.
IEEE Access, 2022

SON Function Coordination in Campus Networks Using Machine Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Closed-form max-min power control for some cellular and cell-free massive MIMO networks.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Mechanisms for the Estimation of Prediction Intervals in Vehicular Communication Scenarios.
Proceedings of the IEEE International Conference on Communications, 2022

A Set-Theoretic Approach to Mimo Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Joint optimal beamforming and power control in cell-free massive MIMO.
Proceedings of the IEEE Global Communications Conference, 2022

Distributed Sparse Optimization Based on Minimax Concave and Consensus Promoting Penalties: Towards Global Optimality.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Channel Covariance Conversion and Modelling Using Infinite Dimensional Hilbert Spaces.
IEEE Trans. Signal Process., 2021

Multi-Group Multicast Beamforming by Superiorized Projections Onto Convex Sets.
IEEE Trans. Signal Process., 2021

Fixed points of monotonic and (weakly) scalable neural networks.
CoRR, 2021

Distributed Sparse Optimization With Minimax Concave Regularization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Deep Learning Beam Optimization in Millimeter-Wave Communication Systems.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Adaptive Estimation of Angular Power Spectra for Time-Varying MIMO Channels.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Proactive Application Rate Requirement Adaptation Mechanism for Sidelinks.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Robust Cell-Load Learning With a Small Sample Set.
IEEE Trans. Signal Process., 2020

Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Online Channel Estimation for Hybrid Beamforming Architectures.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Channel Covariance Estimation in Multiuser Massive Mimo Systems with an Approach Based on Infinite Dimensional Hilbert Spaces.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Predictive Resource Allocation for Automotive Applications Using Interference Calculus.
Proceedings of the IEEE Global Communications Conference, 2020

Hybrid data and model driven algorithms for angular power spectrum estimation.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems.
IEEE Trans. Signal Process., 2019

Cooperative Localization by Set-theoretic Estimation.
Proceedings of the 23rd International ITG Workshop on Smart Antennas, 2019

Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Tensor Completion for Radio Map Reconstruction using Low Rank and Smoothness.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Multicast Beamforming Using Semidefinite Relaxation and Bounded Perturbation Resilience.
Proceedings of the IEEE International Conference on Acoustics, 2019

Weakly Standard Interference Mappings: Existence of Fixed Points and Applications to Power Control in Wireless Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks.
IEEE Trans. Signal Process., 2018

Nonparametric Radio Maps Reconstruction Via Elastic Net Regularization with Multi-Kernels.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Hybrid Dictionary Approach for Distributed Kernel Adaptive Filtering in Diffusion Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

FDD Massive MIMO Channel Spatial Covariance Conversion Using Projection Methods.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Spectral Radii of Asymptotic Mappings and the Convergence Speed of the Standard Fixed Point Algorithm.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Robust Machine Learning Method for Cell-Load Approximation in Wireless Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Error Bounds for FDD Massive MIMO Channel Covariance Conversion with Set-Theoretic Methods.
Proceedings of the IEEE Global Communications Conference, 2018

Downlink Channel Spatial Covariance Estimation in Realistic FDD Massive MIMO Systems.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Set-Theoretic Learning for Detection in Cell-Less C-Ran Systems.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Extrapolated Projection Methods for PAPR Reduction.
Proceedings of the 26th European Signal Processing Conference, 2018

Low-complexity distributed set-theoretic decoders for analog fountain codes.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Max-Min Utility Optimization in Load Coupled Interference Networks.
IEEE Trans. Wirel. Commun., 2017

Performance Limits of Solutions to Network Utility Maximization Problems.
CoRR, 2017

Improving resource efficiency with partial resource muting for future wireless networks.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017

Peak load minimization in load coupled interference networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The role of asymptotic functions in network optimization and feasibility studies.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information.
IEEE Trans. Veh. Technol., 2016

Low Complexity Iterative Algorithms for Power Estimation in Ultra-Dense Load Coupled Networks.
IEEE Trans. Signal Process., 2016

Elementary Properties of Positive Concave Mappings With Applications to Network Planning and Optimization.
IEEE Trans. Signal Process., 2016

Traffic demand-aware topology control for enhanced energy-efficiency of cellular networks.
EURASIP J. Wirel. Commun. Netw., 2016

Fundamental properties of solutions to utility maximization problems in wireless networks.
CoRR, 2016

A distributed solution for proportional fairness optimization in load coupled OFDMA networks.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Distributed RAN and backhaul optimization for energy efficient wireless networks.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2014
Toward Energy-Efficient 5G Wireless Communications Technologies: Tools for decoupling the scaling of networks from the growth of operating power.
IEEE Signal Process. Mag., 2014

Toward Energy-Efficient 5G Wireless Communications Technologies.
CoRR, 2014

Power estimation in LTE systems with the general framework of standard interference mappings.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
An Agent-Based Approach to Virtual Power Plants of Wind Power Generators and Electric Vehicles.
IEEE Trans. Smart Grid, 2013

A Distributed Subgradient Method for Dynamic Convex Optimization Problems Under Noisy Information Exchange.
IEEE J. Sel. Top. Signal Process., 2013

Enhancing energy efficient network operation in multi-RAT cellular environments through sparse optimization.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Exploiting interference for efficient distributed computation in cluster-based wireless sensor networks.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Interference identification in cellular networks via adaptive projected subgradient methods.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Base station selection for energy efficient network operation with the majorization-minimization algorithm.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

On in-network computation via wireless multiple-access channels with applications.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Robust set-theoretic distributed detection in diffusion networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Robust interference identification for multi-RAT optimization in wireless cellular networks.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012

2011
Distributed Asymptotic Minimization of Sequences of Convex Functions by a Broadcast Adaptive Subgradient Method.
IEEE J. Sel. Top. Signal Process., 2011

Iterative distributed channel probing for cognitive radios with power-controlled wireless links.
Proceedings of the 8th International Symposium on Wireless Communication Systems, 2011

Using coalitions of wind generators and electric vehicles for effective energy market participation.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Consensus acceleration in multiagent systems with the Chebyshev semi-iterative method.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Adaptive filter algorithms for accelerated discrete-time consensus.
IEEE Trans. Signal Process., 2010

Distributed multiagent learning with a broadcast adaptive subgradient method.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Stochastic MV-PURE Estimator - Robust Reduced-Rank Estimator for Stochastic Linear Model.
IEEE Trans. Signal Process., 2009

An adaptive projected subgradient approach to learning in diffusion networks.
IEEE Trans. Signal Process., 2009

A Flexible Peak-To-Average Power Ratio Reduction Scheme for OFDM Systems by the Adaptive Projected Subgradient Method.
IEEE Trans. Signal Process., 2009

Learning in diffusion networks with an adaptive projected subgradient method.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Multiaccess Interference Suppression in Orthogonal Space-Time Block Coded MIMO Systems by Adaptive Projected Subgradient Method.
IEEE Trans. Signal Process., 2008

Steady-state analysis of constrained normalized adaptive filters for MAI reduction by energy conservation arguments.
Signal Process., 2008

Peak-to-average power ratio reduction in OFDM systems by the adaptive projected subgradient method.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Multiaccess Interference Reduction in OSTBC-MIMO Systems by Adaptive Projected Subgradient Method.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Adaptive projected subgradient method and its applications to robust signal processing.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Steady-State Performance of Constrained Normalized Adaptive Filters for CDMA Systems.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Efficient Blind MAI Suppression in DS/CDMA Systems by Embedded Constraint Parallel Projection Techniques.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005

Efficient adaptive blind MAI suppression in DS/CDMA by embedded constraint parallel projection techniques.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Set-theoretic DS/CDMA receivers for fading channels by adaptive projected subgradient method.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
A fast blind multiple access interference reduction in DS/CDMA systems by adaptive projected subgradient method.
Proceedings of the 2004 12th European Signal Processing Conference, 2004


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