Renato L. G. Cavalcante

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 74

Top Venues

Publications

Tomasz Piotrowski, Rafail Ismayilov, Matthias Frey, Renato L. G. Cavalcante
Inverse Feasibility in Over-the-Air Federated Learning. IEEE Signal Process. Lett. 31 (2024)
Rodrigo Hernangómez, Jochen Fink, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak
Optimized Detection with Analog Beamforming for Monostatic Integrated Sensing and Communication. CoRR (2024)
Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak
Distributed fixed-point algorithms for dynamic convex optimization over decentralized and unbalanced wireless networks. CoRR (2024)
Navneet Agrawal, Ehsan Tohidi, Renato L. G. Cavalcante, Slawomir Stanczak
Towards Bridging the Gap between Near and Far-Field Characterizations of the Wireless Channel. CoRR (2024)
Mateusz Gabor, Tomasz Piotrowski, Renato L. G. Cavalcante
Positive concave deep equilibrium models. CoRR (2024)
Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak
Distributed Fixed-Point Algorithms for Dynamic Convex Optimization over Decentralized and Unbalanced Wireless Networks. WSA (2024)
Lorenzo Miretti, Renato L. G. Cavalcante, Emil Björnson, Slawomir Stanczak
UL-DL duality for cell-free massive MIMO with per-AP power and information constraints. CoRR (2023)
Lorenzo Miretti, Renato L. G. Cavalcante, Emil Björnson
UL-DL Duality for Cell-Free Networks Under Per-AP Power and Information Constraints. ICC (2023)
Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak
Dynamic Distributed Convex Optimization "Over-The-Air" In Decentralized Wireless Networks. ICASSP (2023)
Jochen Fink, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak
Deep-Unfolded Adaptive Projected Subgradient Method For Mimo Detection. ICASSP (2023)
Navneet Agrawal, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak
Distributed Convex Optimization "Over-the-Air" in Dynamic Environments. CoRR (2023)
Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak
Fixed-point methods for long-term power control and beamforming design in large-scale MIMO. CoRR (2023)
Takumi Ichinose, Masahiro Yukawa, Renato L. G. Cavalcante
Online Kernel-Based Quantile Regression Using Huberized Pinball Loss. EUSIPCO (2023)
Renato L. G. Cavalcante, Lorenzo Miretti, Slawomir Stanczak
Characterization of the Weak Pareto Boundary of Resource Allocation Problems in Wireless Networks - Implications to Cell-Less Systems. ICC (2023)
Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak
Joint optimal beamforming and power control in cell-free massive MIMO. GLOBECOM (2022)
Diego Preciado, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak
SON Function Coordination in Campus Networks Using Machine Learning. WCNC (2022)
Kei Komuro, Masahiro Yukawa, Renato L. G. Cavalcante
Distributed Sparse Optimization Based on Minimax Concave and Consensus Promoting Penalties: Towards Global Optimality. EUSIPCO (2022)
Matthias Mehlhose, Guillermo Marcus, Daniel Schäufele, Daniyal Amir Awan, Nikolaus Binder, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak, Alexander Keller
Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond. CoRR (2022)
Ramya Panthangi Manjunath, Mate Boban, Renato L. G. Cavalcante, Chan Zhou, Slawomir Stanczak
Mechanisms for the Estimation of Prediction Intervals in Vehicular Communication Scenarios. ICC (2022)
Matthias Mehlhose, Guillermo Marcus, Daniel Schäufele, Daniyal Amir Awan, Nikolaus Binder, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak, Alexander Keller
GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems. IEEE Access 10 (2022)
Tomasz Piotrowski, Matthias Frey, Renato L. G. Cavalcante, Rafail Ismayilov
Inverse Solvability and Security with Applications to Federated Learning. CoRR (2022)
Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak
Superiorized Adaptive Projected Subgradient Method with Application to MIMO Detection. CoRR (2022)
Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak, Martin Schubert, Ronald Böhnke, Wen Xu
Closed-form max-min power control for some cellular and cell-free massive MIMO networks. VTC Spring (2022)
Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak, Martin Schubert, Ronald Boehnke, Wen Xu
Closed-form max-min power control for some cellular and cell-free massive MIMO networks. CoRR (2022)
Jochen Fink, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak
A Set-Theoretic Approach to Mimo Detection. ICASSP (2022)
Tomasz Piotrowski, Renato L. G. Cavalcante
Fixed points of monotonic and (weakly) scalable neural networks. CoRR (2021)
Kei Komuro, Masahiro Yukawa, Renato L. G. Cavalcante
Distributed Sparse Optimization With Minimax Concave Regularization. SSP (2021)
Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak
Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems. ICASSP (2021)
Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak
Multi-Group Multicast Beamforming by Superiorized Projections onto Convex Sets. CoRR (2021)
Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak
Deep Learning Beam Optimization in Millimeter-Wave Communication Systems. SSP (2021)
Daniyal Amir Awan, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak
Set-Theoretic Learning for Detection in Cell-Less C-RAN Systems. CoRR (2021)
Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak
Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems. CoRR (2021)
Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak
Deep Learning Beam Optimization in Millimeter-Wave Communication Systems. CoRR (2021)
Ramya Panthangi Manjunath, Martin Schubert, Renato L. G. Cavalcante, Mate Boban, Chan Zhou, Slawomir Stanczak
Proactive Application Rate Requirement Adaptation Mechanism for Sidelinks. PIMRC (2021)
Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak
Adaptive Estimation of Angular Power Spectra for Time-Varying MIMO Channels. SPAWC (2021)
Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak
Robust Cell-Load Learning with a Small Sample Set. CoRR (2021)
Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak
Online Channel Estimation for Hybrid Beamforming Architectures. ICASSP (2020)
Matthias Mehlhose, Daniyal Amir Awan, Renato L. G. Cavalcante, Martin Kurras, Slawomir Stanczak
Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform. ICC (2020)
Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak
Robust Cell-Load Learning With a Small Sample Set. IEEE Trans. Signal Process. 68 (2020)
Renato L. G. Cavalcante, Slawomir Stanczak
Hybrid data and model driven algorithms for angular power spectrum estimation. GLOBECOM (2020)
Renato L. G. Cavalcante, Slawomir Stanczak
Channel Covariance Estimation in Multiuser Massive Mimo Systems with an Approach Based on Infinite Dimensional Hilbert Spaces. ICASSP (2020)
Daniel Fabian Külzer, Slawomir Stanczak, Renato L. G. Cavalcante, Mladen Botsov
Predictive Resource Allocation for Automotive Applications Using Interference Calculus. GLOBECOM (2020)
Renato L. G. Cavalcante, Slawomir Stanczak
Weakly Standard Interference Mappings: Existence of Fixed Points and Applications to Power Control in Wireless Networks. ICASSP (2019)
Renato L. G. Cavalcante, Qi Liao, Slawomir Stanczak
Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems. IEEE Trans. Signal Process. 67 (10) (2019)
Rafail Ismayilov, Bernd Holfeld, Renato L. G. Cavalcante, Megumi Kaneko
Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems. CoRR (2019)
Daniel Schäufele, Renato L. G. Cavalcante, Slawomir Stanczak
Tensor Completion for Radio Map Reconstruction using Low Rank and Smoothness. SPAWC (2019)
Matthias Mehlhose, Daniyal Amir Awan, Renato L. G. Cavalcante, Martin Kurras, Slawomir Stanczak
Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform. CoRR (2019)
Rafail Ismayilov, Bernd Holfeld, Renato L. G. Cavalcante, Megumi Kaneko
Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems. WCNC (2019)
Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak
Multicast Beamforming Using Semidefinite Relaxation and Bounded Perturbation Resilience. ICASSP (2019)
Jochen Fink, Daniel Schäufele, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak
Cooperative Localization by Set-theoretic Estimation. WSA (2019)
Ban-Sok Shin, Masahiro Yukawa, Renato L. G. Cavalcante, Armin Dekorsy
A Hybrid Dictionary Approach for Distributed Kernel Adaptive Filtering in Diffusion Networks. ICASSP (2018)
Renato L. G. Cavalcante, Lorenzo Miretti, Slawomir Stanczak
Error Bounds for FDD Massive MIMO Channel Covariance Conversion with Set-Theoretic Methods. GLOBECOM (2018)
Jochen Fink, Renato L. G. Cavalcante, Peter Jung, Slawomir Stanczak
Extrapolated Projection Methods for PAPR Reduction. EUSIPCO (2018)
Renato L. G. Cavalcante, Slawomir Stanczak, Dominic Schupke, Jirka Klaue
Low-complexity distributed set-theoretic decoders for analog fountain codes. ACSSC (2018)
Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak
Downlink Channel Spatial Covariance Estimation in Realistic FDD Massive MIMO Systems. GlobalSIP (2018)
Renato L. G. Cavalcante, Slawomir Stanczak
Spectral radii of asymptotic mappings and the convergence speed of the standard fixed point algorithm. CoRR (2018)
Miguel Angel Gutierrez-Estevez, Renato L. G. Cavalcante, Slawomir Stanczak
Nonparametric Radio Maps Reconstruction Via Elastic Net Regularization with Multi-Kernels. SPAWC (2018)
Daniyal Amir Awan, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak
Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach. ICC (2018)
Daniyal Amir Awan, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak
Set-Theoretic Learning for Detection in Cell-Less C-Ran Systems. GlobalSIP (2018)
Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak
A Robust Machine Learning Method for Cell-Load Approximation in Wireless Networks. ICASSP (2018)
Renato L. G. Cavalcante, Slawomir Stanczak
Peak load minimization in load coupled interference networks. ICASSP (2017)
Renato L. G. Cavalcante, Slawomir Stanczak
The role of asymptotic functions in network optimization and feasibility studies. GlobalSIP (2017)
Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak
A robust machine learning method for cell-load approximation in wireless networks. CoRR (2017)
Renato L. G. Cavalcante, Slawomir Stanczak
The role of asymptotic functions in network optimization and feasibility studies. CoRR (2017)
Daniyal Amir Awan, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak
Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach. CoRR (2017)
Renato L. G. Cavalcante, Slawomir Stanczak
Performance Limits of Solutions to Network Utility Maximization Problems. CoRR (2017)
Qi Liao, Renato L. G. Cavalcante
Improving resource efficiency with partial resource muting for future wireless networks. WiMob (2017)
Miguel Angel Gutierrez-Estevez, Renato L. G. Cavalcante, Slawomir Stanczak, J. Zhang, H. Zhuang
A distributed solution for proportional fairness optimization in load coupled OFDMA networks. GlobalSIP (2016)
Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak
Distributed RAN and backhaul optimization for energy efficient wireless networks. GlobalSIP (2016)
Martin Kasparick, Renato L. G. Cavalcante, Stefan Valentin, Slawomir Stanczak, Masahiro Yukawa
Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information. IEEE Trans. Veh. Technol. 65 (7) (2016)
Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak
Traffic demand-aware topology control for enhanced energy-efficiency of cellular networks. EURASIP J. Wirel. Commun. Netw. 2016 (2016)
Renato L. G. Cavalcante, Yuxiang Shen, Slawomir Stanczak
Elementary Properties of Positive Concave Mappings With Applications to Network Planning and Optimization. IEEE Trans. Signal Process. 64 (7) (2016)
Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak
Traffic Demand-Aware Topology Control for Enhanced Energy-Efficiency of Cellular Networks. CoRR (2015)
Renato L. G. Cavalcante, Yuxiang Shen, Slawomir Stanczak
Elementary Properties of Positive Concave Mappings with Applications to Network Planning and Optimization. CoRR (2015)
Renato L. G. Cavalcante, Slawomir Stanczak, Martin Schubert, Andreas Eisenblätter, Ulrich Türke
Toward Energy-Efficient 5G Wireless Communications Technologies. CoRR (2014)
Martin Kasparick, Renato L. G. Cavalcante, Stefan Valentin, Slawomir Stanczak, Masahiro Yukawa
Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information. CoRR (2014)
Renato L. G. Cavalcante, Emmanuel Pollakis, Slawomir Stanczak
Power Estimation in LTE systems with the General Framework of Standard Interference Mappings. CoRR (2014)
Renato L. G. Cavalcante, Emmanuel Pollakis, Slawomir Stanczak
Power estimation in LTE systems with the general framework of standard interference mappings. GlobalSIP (2014)
Renato L. G. Cavalcante, Slawomir Stanczak, Martin Schubert, Andreas Eisenblätter, Ulrich Türke
Toward Energy-Efficient 5G Wireless Communications Technologies: Tools for decoupling the scaling of networks from the growth of operating power. IEEE Signal Process. Mag. 31 (6) (2014)
Steffen Limmer, Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante
Exploiting interference for efficient distributed computation in cluster-based wireless sensor networks. GlobalSIP (2013)
Konstantin Oltmann, Renato L. G. Cavalcante, Slawomir Stanczak, Martin Kasparick
Interference identification in cellular networks via adaptive projected subgradient methods. ACSSC (2013)
Steffen Limmer, Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante
Exploiting Interference for Efficient Distributed Computation in Cluster-based Wireless Sensor Networks. CoRR (2013)
Renato L. G. Cavalcante, Slawomir Stanczak
A Distributed Subgradient Method for Dynamic Convex Optimization Problems Under Noisy Information Exchange. IEEE J. Sel. Top. Signal Process. 7 (2) (2013)
Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak
Enhancing energy efficient network operation in multi-RAT cellular environments through sparse optimization. SPAWC (2013)
Matteo Vasirani, Ramachandra Kota, Renato L. G. Cavalcante, Sascha Ossowski, Nicholas R. Jennings
An Agent-Based Approach to Virtual Power Plants of Wind Power Generators and Electric Vehicles. IEEE Trans. Smart Grid 4 (3) (2013)
Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak
Base station selection for energy efficient network operation with the majorization-minimization algorithm CoRR (2012)
Renato L. G. Cavalcante, Slawomir Stanczak
Robust set-theoretic distributed detection in diffusion networks. ICASSP (2012)
Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak, Federico Penna
Robust interference identification for multi-RAT optimization in wireless cellular networks. DySPAN (2012)
Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante, Federico Penna
On in-network computation via wireless multiple-access channels with applications. ISWCS (2012)
Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak
Base station selection for energy efficient network operation with the majorization-minimization algorithm. SPAWC (2012)
Jafar Mohammadi, Slawomir Stanczak, Renato L. G. Cavalcante, Jalal Etesami
Iterative distributed channel probing for cognitive radios with power-controlled wireless links. ISWCS (2011)
Renato L. G. Cavalcante, Alex Rogers, Nicholas R. Jennings, Isao Yamada
Distributed Asymptotic Minimization of Sequences of Convex Functions by a Broadcast Adaptive Subgradient Method. IEEE J. Sel. Top. Signal Process. 5 (4) (2011)
Renato L. G. Cavalcante, Alex Rogers, Nicholas R. Jennings
Consensus acceleration in multiagent systems with the Chebyshev semi-iterative method. AAMAS (2011)
Matteo Vasirani, Sascha Ossowski, Ramachandra Kota, Renato L. G. Cavalcante, Nicholas R. Jennings
Using coalitions of wind generators and electric vehicles for effective energy market participation. AAMAS (2011)
Renato L. G. Cavalcante, Alex Rogers, Nicholas R. Jennings, Isao Yamada
Distributed multiagent learning with a broadcast adaptive subgradient method. AAMAS (2010)
Renato L. G. Cavalcante, Bernard Mulgrew
Adaptive filter algorithms for accelerated discrete-time consensus. IEEE Trans. Signal Process. 58 (3) (2010)
Renato L. G. Cavalcante, Isao Yamada, Bernard Mulgrew
An adaptive projected subgradient approach to learning in diffusion networks. IEEE Trans. Signal Process. 57 (7) (2009)
Renato L. G. Cavalcante, Isao Yamada
A Flexible Peak-To-Average Power Ratio Reduction Scheme for OFDM Systems by the Adaptive Projected Subgradient Method. IEEE Trans. Signal Process. 57 (4) (2009)
Tomasz Piotrowski, Renato L. G. Cavalcante, Isao Yamada
Stochastic MV-PURE Estimator - Robust Reduced-Rank Estimator for Stochastic Linear Model. IEEE Trans. Signal Process. 57 (4) (2009)
Renato L. G. Cavalcante, Isao Yamada, Bernard Mulgrew
Learning in diffusion networks with an adaptive projected subgradient method. ICASSP (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Renato L. G. Cavalcante