A fast blind multiple access interference reduction in DS/CDMA systems by adaptive projected subgradient method. - Renato L. G. Cavalcante; Isao Yamada; Kohichi Sakaniwa (EUSIPCO, 2004)

Set-theoretic DS/CDMA receivers for fading channels by adaptive projected subgradient method. - Renato L. G. Cavalcante; Masahiro Yukawa; Isao Yamada (GLOBECOM, 2005)

Efficient adaptive blind MAI suppression in DS/CDMA by embedded constraint parallel projection techniques. - Masahiro Yukawa; Renato L. G. Cavalcante; Isao Yamada (ICASSP (3), 2005)

Efficient Blind MAI Suppression in DS/CDMA Systems by Embedded Constraint Parallel Projection Techniques. - Masahiro Yukawa; Renato L. G. Cavalcante; Isao Yamada (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005)

Steady-State Performance of Constrained Normalized Adaptive Filters for CDMA Systems. - Renato L. G. Cavalcante; Isao Yamada (ICASSP (3), 2006)

Adaptive projected subgradient method and its applications to robust signal processing. - Isao Yamada; Konstantinos Slavakis; Masahiro Yukawa; Renato L. G. Cavalcante (ISCAS, 2006)

Multiaccess Interference Reduction in OSTBC-MIMO Systems by Adaptive Projected Subgradient Method. - Renato L. G. Cavalcante; Isao Yamada (ICASSP (3), 2007)

Peak-to-average power ratio reduction in OFDM systems by the adaptive projected subgradient method. - Renato L. G. Cavalcante; Isao Yamada (ICASSP, 2008)

Steady-state analysis of constrained normalized adaptive filters for MAI reduction by energy conservation arguments. - Renato L. G. Cavalcante; Isao Yamada (Signal Process., 2008)

Multiaccess Interference Suppression in Orthogonal Space-Time Block Coded MIMO Systems by Adaptive Projected Subgradient Method. - Renato L. G. Cavalcante; Isao Yamada (IEEE Trans. Signal Process., 2008)

Learning in diffusion networks with an adaptive projected subgradient method. - Renato L. G. Cavalcante; Isao Yamada; Bernard Mulgrew (ICASSP, 2009)

A Flexible Peak-To-Average Power Ratio Reduction Scheme for OFDM Systems by the Adaptive Projected Subgradient Method. - Renato L. G. Cavalcante; Isao Yamada (IEEE Trans. Signal Process., 2009)

An adaptive projected subgradient approach to learning in diffusion networks. - Renato L. G. Cavalcante; Isao Yamada; Bernard Mulgrew (IEEE Trans. Signal Process., 2009)

Stochastic MV-PURE Estimator - Robust Reduced-Rank Estimator for Stochastic Linear Model. - Tomasz Piotrowski; Renato L. G. Cavalcante; Isao Yamada (IEEE Trans. Signal Process., 2009)

Distributed multiagent learning with a broadcast adaptive subgradient method. - Renato L. G. Cavalcante; Alex Rogers; Nicholas R. Jennings; Isao Yamada (AAMAS, 2010)

Adaptive filter algorithms for accelerated discrete-time consensus. - Renato L. G. Cavalcante; Bernard Mulgrew (IEEE Trans. Signal Process., 2010)

Consensus acceleration in multiagent systems with the Chebyshev semi-iterative method. - Renato L. G. Cavalcante; Alex Rogers; Nicholas R. Jennings (AAMAS, 2011)

Using coalitions of wind generators and electric vehicles for effective energy market participation. - Matteo Vasirani; Sascha Ossowski; Ramachandra Kota; Renato L. G. Cavalcante; Nicholas R. Jennings (AAMAS, 2011)

Iterative distributed channel probing for cognitive radios with power-controlled wireless links. - Jafar Mohammadi; Slawomir Stanczak; Renato L. G. Cavalcante; Jalal Etesami (ISWCS, 2011)

Distributed Asymptotic Minimization of Sequences of Convex Functions by a Broadcast Adaptive Subgradient Method. - Renato L. G. Cavalcante; Alex Rogers; Nicholas R. Jennings; Isao Yamada (IEEE J. Sel. Top. Signal Process., 2011)

Robust interference identification for multi-RAT optimization in wireless cellular networks. - Emmanuel Pollakis; Renato L. G. Cavalcante; Slawomir Stanczak; Federico Penna (DySPAN, 2012)

Robust set-theoretic distributed detection in diffusion networks. - Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2012)

On in-network computation via wireless multiple-access channels with applications. - Slawomir Stanczak; Mario Goldenbaum; Renato L. G. Cavalcante; Federico Penna (ISWCS, 2012)

Base station selection for energy efficient network operation with the majorization-minimization algorithm. - Emmanuel Pollakis; Renato L. G. Cavalcante; Slawomir Stanczak (SPAWC, 2012)

Interference identification in cellular networks via adaptive projected subgradient methods. - Konstantin Oltmann; Renato L. G. Cavalcante; Slawomir Stanczak; Martin Kasparick 001 (ACSSC, 2013)

Exploiting interference for efficient distributed computation in cluster-based wireless sensor networks. - Steffen Limmer; Slawomir Stanczak; Mario Goldenbaum; Renato L. G. Cavalcante (GlobalSIP, 2013)

Enhancing energy efficient network operation in multi-RAT cellular environments through sparse optimization. - Emmanuel Pollakis; Renato L. G. Cavalcante; Slawomir Stanczak (SPAWC, 2013)

A Distributed Subgradient Method for Dynamic Convex Optimization Problems Under Noisy Information Exchange. - Renato L. G. Cavalcante; Slawomir Stanczak (IEEE J. Sel. Top. Signal Process., 2013)

An Agent-Based Approach to Virtual Power Plants of Wind Power Generators and Electric Vehicles. - Matteo Vasirani; Ramachandra Kota; Renato L. G. Cavalcante; Sascha Ossowski; Nicholas R. Jennings (IEEE Trans. Smart Grid, 2013)

Power estimation in LTE systems with the general framework of standard interference mappings. - Renato L. G. Cavalcante; Emmanuel Pollakis; Slawomir Stanczak (GlobalSIP, 2014)

Toward Energy-Efficient 5G Wireless Communications Technologies. - Renato L. G. Cavalcante; Slawomir Stanczak; Martin Schubert; Andreas Eisenblätter; Ulrich Türke (CoRR, 2014)

Toward Energy-Efficient 5G Wireless Communications Technologies: Tools for decoupling the scaling of networks from the growth of operating power. - Renato L. G. Cavalcante; Slawomir Stanczak; Martin Schubert; Andreas Eisenblätter; Ulrich Türke (IEEE Signal Process. Mag., 2014)

Distributed RAN and backhaul optimization for energy efficient wireless networks. - Daniyal Amir Awan; Renato L. G. Cavalcante; Slawomir Stanczak (GlobalSIP, 2016)

A distributed solution for proportional fairness optimization in load coupled OFDMA networks. - Miguel Angel Gutierrez-Estevez; Renato L. G. Cavalcante; Slawomir Stanczak; J. Zhang; H. Zhuang (GlobalSIP, 2016)

Fundamental properties of solutions to utility maximization problems in wireless networks. - Renato Luís Garrido Cavalcante; Slawomir Stanczak (CoRR, 2016)

Traffic demand-aware topology control for enhanced energy-efficiency of cellular networks. - Emmanuel Pollakis; Renato L. G. Cavalcante; Slawomir Stanczak (EURASIP J. Wirel. Commun. Netw., 2016)

Elementary Properties of Positive Concave Mappings With Applications to Network Planning and Optimization. - Renato L. G. Cavalcante; Yuxiang Shen; Slawomir Stanczak (IEEE Trans. Signal Process., 2016)

Low Complexity Iterative Algorithms for Power Estimation in Ultra-Dense Load Coupled Networks. - Renato Luís Garrido Cavalcante; Slawomir Stanczak; Jietao Zhang; Hongcheng Zhuang (IEEE Trans. Signal Process., 2016)

Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information. - Martin Kasparick 001; Renato L. G. Cavalcante; Stefan Valentin; Slawomir Stanczak; Masahiro Yukawa (IEEE Trans. Veh. Technol., 2016)

The role of asymptotic functions in network optimization and feasibility studies. - Renato L. G. Cavalcante; Slawomir Stanczak (GlobalSIP, 2017)

Peak load minimization in load coupled interference networks. - Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2017)

Improving resource efficiency with partial resource muting for future wireless networks. - Qi Liao 003; Renato L. G. Cavalcante (WiMob, 2017)

Performance Limits of Solutions to Network Utility Maximization Problems. - Renato L. G. Cavalcante; Slawomir Stanczak (CoRR, 2017)

Max-Min Utility Optimization in Load Coupled Interference Networks. - Renato Luís Garrido Cavalcante; Martin Kasparick 001; Slawomir Stanczak (IEEE Trans. Wirel. Commun., 2017)

Low-complexity distributed set-theoretic decoders for analog fountain codes. - Renato L. G. Cavalcante; Slawomir Stanczak; Dominic Schupke; Jirka Klaue (ACSSC, 2018)

Extrapolated Projection Methods for PAPR Reduction. - Jochen Fink; Renato L. G. Cavalcante; Peter Jung 001; Slawomir Stanczak (EUSIPCO, 2018)

Set-Theoretic Learning for Detection in Cell-Less C-Ran Systems. - Daniyal Amir Awan; Renato L. G. Cavalcante; Zoran Utkovski; Slawomir Stanczak (GlobalSIP, 2018)

Downlink Channel Spatial Covariance Estimation in Realistic FDD Massive MIMO Systems. - Lorenzo Miretti; Renato L. G. Cavalcante; Slawomir Stanczak (GlobalSIP, 2018)

Error Bounds for FDD Massive MIMO Channel Covariance Conversion with Set-Theoretic Methods. - Renato L. G. Cavalcante; Lorenzo Miretti; Slawomir Stanczak (GLOBECOM, 2018)

A Robust Machine Learning Method for Cell-Load Approximation in Wireless Networks. - Daniyal Amir Awan; Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2018)

Spectral Radii of Asymptotic Mappings and the Convergence Speed of the Standard Fixed Point Algorithm. - Renato Luís Garrido Cavalcante; Slawomir Stanczak (ICASSP, 2018)

FDD Massive MIMO Channel Spatial Covariance Conversion Using Projection Methods. - Lorenzo Miretti; Renato Luís Garrido Cavalcante; Slawomir Stanczak (ICASSP, 2018)

A Hybrid Dictionary Approach for Distributed Kernel Adaptive Filtering in Diffusion Networks. - Ban-Sok Shin; Masahiro Yukawa; Renato L. G. Cavalcante; Armin Dekorsy (ICASSP, 2018)

Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach. - Daniyal Amir Awan; Renato L. G. Cavalcante; Masahiro Yukawa; Slawomir Stanczak (ICC, 2018)

Nonparametric Radio Maps Reconstruction Via Elastic Net Regularization with Multi-Kernels. - Miguel Angel Gutierrez-Estevez; Renato L. G. Cavalcante; Slawomir Stanczak (SPAWC, 2018)

Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks. - Ban-Sok Shin; Masahiro Yukawa; Renato Luís Garrido Cavalcante; Armin Dekorsy (IEEE Trans. Signal Process., 2018)

Weakly Standard Interference Mappings: Existence of Fixed Points and Applications to Power Control in Wireless Networks. - Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2019)

Multicast Beamforming Using Semidefinite Relaxation and Bounded Perturbation Resilience. - Jochen Fink; Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2019)

Tensor Completion for Radio Map Reconstruction using Low Rank and Smoothness. - Daniel Schäufele; Renato L. G. Cavalcante; Slawomir Stanczak (SPAWC, 2019)

Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems. - Rafail Ismayilov; Bernd Holfeld; Renato L. G. Cavalcante; Megumi Kaneko (WCNC, 2019)

Cooperative Localization by Set-theoretic Estimation. - Jochen Fink; Daniel Schäufele; Martin Kasparick 001; Renato L. G. Cavalcante; Slawomir Stanczak (WSA, 2019)

Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems. - Renato L. G. Cavalcante; Qi Liao 003; Slawomir Stanczak (IEEE Trans. Signal Process., 2019)

Hybrid data and model driven algorithms for angular power spectrum estimation. - Renato L. G. Cavalcante; Slawomir Stanczak (GLOBECOM, 2020)

Predictive Resource Allocation for Automotive Applications Using Interference Calculus. - Daniel Fabian Külzer; Slawomir Stanczak; Renato L. G. Cavalcante; Mladen Botsov (GLOBECOM, 2020)

Channel Covariance Estimation in Multiuser Massive Mimo Systems with an Approach Based on Infinite Dimensional Hilbert Spaces. - Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2020)

Online Channel Estimation for Hybrid Beamforming Architectures. - Jochen Fink; Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2020)

Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform. - Matthias Mehlhose; Daniyal Amir Awan; Renato L. G. Cavalcante; Martin Kurras; Slawomir Stanczak (ICC, 2020)

Robust Cell-Load Learning With a Small Sample Set. - Daniyal Amir Awan; Renato L. G. Cavalcante; Slawomir Stanczak (IEEE Trans. Signal Process., 2020)

Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems. - Rafail Ismayilov; Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2021)

Proactive Application Rate Requirement Adaptation Mechanism for Sidelinks. - Ramya Panthangi Manjunath; Martin Schubert; Renato L. G. Cavalcante; Mate Boban; Chan Zhou 001; Slawomir Stanczak (PIMRC, 2021)

Adaptive Estimation of Angular Power Spectra for Time-Varying MIMO Channels. - Navneet Agrawal; Renato L. G. Cavalcante; Slawomir Stanczak (SPAWC, 2021)

Deep Learning Beam Optimization in Millimeter-Wave Communication Systems. - Rafail Ismayilov; Renato L. G. Cavalcante; Slawomir Stanczak (SSP, 2021)

Distributed Sparse Optimization With Minimax Concave Regularization. - Kei Komuro; Masahiro Yukawa; Renato L. G. Cavalcante (SSP, 2021)

Fixed points of monotonic and (weakly) scalable neural networks. - Tomasz Piotrowski; Renato L. G. Cavalcante (CoRR, 2021)

Multi-Group Multicast Beamforming by Superiorized Projections Onto Convex Sets. - Jochen Fink; Renato Luís Garrido Cavalcante; Slawomir Stanczak (IEEE Trans. Signal Process., 2021)

Channel Covariance Conversion and Modelling Using Infinite Dimensional Hilbert Spaces. - Lorenzo Miretti; Renato Luís Garrido Cavalcante; Slawomir Stanczak (IEEE Trans. Signal Process., 2021)

Distributed Sparse Optimization Based on Minimax Concave and Consensus Promoting Penalties: Towards Global Optimality. - Kei Komuro; Masahiro Yukawa; Renato L. G. Cavalcante (EUSIPCO, 2022)

Joint optimal beamforming and power control in cell-free massive MIMO. - Lorenzo Miretti; Renato L. G. Cavalcante; Slawomir Stanczak (GLOBECOM, 2022)

A Set-Theoretic Approach to Mimo Detection. - Jochen Fink; Renato L. G. Cavalcante; Zoran Utkovski; Slawomir Stanczak (ICASSP, 2022)

Mechanisms for the Estimation of Prediction Intervals in Vehicular Communication Scenarios. - Ramya Panthangi Manjunath; Mate Boban; Renato L. G. Cavalcante; Chan Zhou 001; Slawomir Stanczak (ICC, 2022)

Closed-form max-min power control for some cellular and cell-free massive MIMO networks. - Lorenzo Miretti; Renato L. G. Cavalcante; Slawomir Stanczak; Martin Schubert; Ronald Böhnke; Wen Xu 001 (VTC Spring, 2022)

SON Function Coordination in Campus Networks Using Machine Learning. - Diego Preciado; Martin Kasparick 001; Renato L. G. Cavalcante; Slawomir Stanczak (WCNC, 2022)

GPU-Accelerated Partially Linear Multiuser Detection for 5G and Beyond URLLC Systems. - Matthias Mehlhose; Guillermo Marcus; Daniel Schäufele; Daniyal Amir Awan; Nikolaus Binder; Martin Kasparick 001; Renato L. G. Cavalcante; Slawomir Stanczak; Alexander Keller 001 (IEEE Access, 2022)

Real-Time GPU-Accelerated Machine Learning Based Multiuser Detection for 5G and Beyond. - Matthias Mehlhose; Guillermo Marcus; Daniel Schäufele; Daniyal Amir Awan; Nikolaus Binder; Martin Kasparick 001; Renato L. G. Cavalcante; Slawomir Stanczak; Alexander Keller 001 (CoRR, 2022)

Inverse Solvability and Security with Applications to Federated Learning. - Tomasz Piotrowski; Matthias Frey; Renato L. G. Cavalcante; Rafail Ismayilov (CoRR, 2022)

Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality. - Kei Komuro; Masahiro Yukawa; Renato Luís Garrido Cavalcante (IEEE Trans. Signal Inf. Process. over Networks, 2022)

The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems. - Tomasz Piotrowski; Renato Luís Garrido Cavalcante (IEEE Trans. Signal Process., 2022)

Online Kernel-Based Quantile Regression Using Huberized Pinball Loss. - Takumi Ichinose; Masahiro Yukawa; Renato L. G. Cavalcante (EUSIPCO, 2023)

Dynamic Distributed Convex Optimization "Over-The-Air" In Decentralized Wireless Networks. - Navneet Agrawal; Renato L. G. Cavalcante; Slawomir Stanczak (ICASSP, 2023)

Deep-Unfolded Adaptive Projected Subgradient Method For Mimo Detection. - Jochen Fink; Renato L. G. Cavalcante; Zoran Utkovski; Slawomir Stanczak (ICASSP, 2023)

Characterization of the Weak Pareto Boundary of Resource Allocation Problems in Wireless Networks - Implications to Cell-Less Systems. - Renato L. G. Cavalcante; Lorenzo Miretti; Slawomir Stanczak (ICC, 2023)

UL-DL Duality for Cell-Free Networks Under Per-AP Power and Information Constraints. - Lorenzo Miretti; Renato L. G. Cavalcante; Emil Björnson (ICC, 2023)

Fixed-point methods for long-term power control and beamforming design in large-scale MIMO. - Lorenzo Miretti; Renato L. G. Cavalcante; Slawomir Stanczak (CoRR, 2023)

Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach. - Daniyal Amir Awan; Renato Luís Garrido Cavalcante; Masahiro Yukawa; Slawomir Stanczak (IEEE Trans. Signal Process., 2023)

Superiorized Adaptive Projected Subgradient Method With Application to MIMO Detection. - Jochen Fink; Renato Luís Garrido Cavalcante; Slawomir Stanczak (IEEE Trans. Signal Process., 2023)

Linear Phase Beampattern Design with Set-theoretic Methods. - Jochen Fink; Renato L. G. Cavalcante; Slawomir Stanczak (GLOBECOM (Workshops), 2024)

Localization in Dynamic Indoor MIMO-OFDM Wireless Systems using Domain Adaptation. - Rafail Ismayilov; Renato L. G. Cavalcante; Slawomir Stanczak (GLOBECOM, 2024)

Joint power control, beamforming, and sleep-mode selection for energy-efficient cell-free networks using surrogate machine learning models. - Ricky Ooi; Rouaa Diab; Lorenzo Miretti; Renato L. G. Cavalcante; Slawomir Stanczak (GLOBECOM, 2024)

Towards Bridging the Gap Between Near and Far-Field Characterizations of the Wireless Channel. - Navneet Agrawal; Ehsan Tohidi; Renato L. G. Cavalcante; Slawomir Stanczak (ICC, 2024)

Optimized Detection with Analog Beamforming for Monostatic Integrated Sensing and Communication. - Rodrigo Hemangómez; Jochen Fink; Renato L. G. Cavalcante; Zoran Utkovski; Slawomir Stanczak (ICC, 2024)

Positive Concave Deep Equilibrium Models. - Mateusz Gabor; Tomasz Piotrowski; Renato L. G. Cavalcante (ICML, 2024)

Robust Estimation of Angular Power Spectrum in Massive MIMO Under Covariance Estimation Errors: Learning Centers and Scales of Gaussians. - Naoto Kaneko; Masahiro Yukawa; Renato L. G. Cavalcante; Lorenzo Miretti (SPAWC, 2024)

Distributed Fixed-Point Algorithms for Dynamic Convex Optimization over Decentralized and Unbalanced Wireless Networks. - Navneet Agrawal; Renato L. G. Cavalcante; Slawomir Stanczak (WSA, 2024)

Optimized Detection with Analog Beamforming for Monostatic Integrated Sensing and Communication. - Rodrigo Hernangómez; Jochen Fink; Renato L. G. Cavalcante; Zoran Utkovski; Slawomir Stanczak (CoRR, 2024)

Fixed points of nonnegative neural networks. - Tomasz Piotrowski; Renato L. G. Cavalcante; Mateusz Gabor (J. Mach. Learn. Res., 2024)

Inverse Feasibility in Over-the-Air Federated Learning. - Tomasz Piotrowski; Rafail Ismayilov; Matthias Frey; Renato L. G. Cavalcante (IEEE Signal Process. Lett., 2024)

Distributed Convex Optimization "Over-the-Air" in Dynamic Environments. - Navneet Agrawal; Renato Luís Garrido Cavalcante; Masahiro Yukawa; Slawomir Stanczak (IEEE Trans. Signal Inf. Process. over Networks, 2024)

UL-DL Duality for Cell-Free Massive MIMO With Per-AP Power and Information Constraints. - Lorenzo Miretti; Renato Luís Garrido Cavalcante; Emil Björnson; Slawomir Stanczak (IEEE Trans. Signal Process., 2024)

Toward AI in 6G: Concepts, Techniques, and Standards. - Sina Shafaei; Alexandros Palaios; Zied Ennaceur; Jiajing Zhang; Vedhas Pandit; Pramesh Gautam; Afsaneh Gharouni; Borislava Gajic; Bitan Banerjee; Sachinkumar Bavikatti Mallikarjun; Mohammad Asif Habibi; Phuong Bich Duong; et al. (IEEE Access, 2025)

Cellular, Cell-less, and Everything in Between: A Unified Framework for Utility Region Analysis in Wireless Networks. - Renato Luís Garrido Cavalcante; Tomasz Piotrowski; Slawomir Stanczak (CoRR, 2025)