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ORCIDRenato L. G. Cavalcante
Renato Luís Garrido Cavalcante
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- affiliation: Fraunhofer Heinrich Hertz Institute, Berlin, Germany
- affiliation: Technical University of Berlin, Germany
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Journal Articles
- 2023
[j26]Jochen Fink
, Renato Luís Garrido Cavalcante, Slawomir Stanczak:
Superiorized Adaptive Projected Subgradient Method With Application to MIMO Detection. IEEE Trans. Signal Process. 71: 1350-1362 (2023)- [j25]Daniyal Amir Awan, Renato Luís Garrido Cavalcante, Masahiro Yukawa, Slawomir Stanczak:
Robust Online Multiuser Detection: A Hybrid Model-Data Driven Approach. IEEE Trans. Signal Process. 71: 2103-2117 (2023) - 2022
- [j24]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: 70937-70946 (2022) - [j23]Kei Komuro, Masahiro Yukawa, Renato Luís Garrido Cavalcante:
Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality. IEEE Trans. Signal Inf. Process. over Networks 8: 514-527 (2022) - [j22]Tomasz Piotrowski, Renato Luís Garrido Cavalcante:
The Fixed Point Iteration of Positive Concave Mappings Converges Geometrically if a Fixed Point Exists: Implications to Wireless Systems. IEEE Trans. Signal Process. 70: 4697-4710 (2022) - 2021
- [j21]Lorenzo Miretti, Renato Luís Garrido Cavalcante, Slawomir Stanczak:
Channel Covariance Conversion and Modelling Using Infinite Dimensional Hilbert Spaces. IEEE Trans. Signal Process. 69: 3145-3159 (2021) - [j20]Jochen Fink, Renato Luís Garrido Cavalcante, Slawomir Stanczak:
Multi-Group Multicast Beamforming by Superiorized Projections Onto Convex Sets. IEEE Trans. Signal Process. 69: 5708-5722 (2021) - 2020
- [j19]Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
Robust Cell-Load Learning With a Small Sample Set. IEEE Trans. Signal Process. 68: 270-283 (2020) - 2019
- [j18]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): 2747-2760 (2019) - 2018
- [j17]Ban-Sok Shin, Masahiro Yukawa, Renato Luís Garrido Cavalcante, Armin Dekorsy:
Distributed Adaptive Learning With Multiple Kernels in Diffusion Networks. IEEE Trans. Signal Process. 66(21): 5505-5519 (2018) - 2017
- [j16]Renato Luís Garrido Cavalcante, Martin Kasparick, Slawomir Stanczak:
Max-Min Utility Optimization in Load Coupled Interference Networks. IEEE Trans. Wirel. Commun. 16(2): 705-716 (2017) - 2016
- [j15]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: 61 (2016) - [j14]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): 1774-1783 (2016) - [j13]Renato Luís Garrido Cavalcante, Slawomir Stanczak, Jietao Zhang, Hongcheng Zhuang:
Low Complexity Iterative Algorithms for Power Estimation in Ultra-Dense Load Coupled Networks. IEEE Trans. Signal Process. 64(22): 6058-6070 (2016) - [j12]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): 5461-5473 (2016) - 2014
- [j11]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): 24-34 (2014) - 2013
- [j10]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): 243-256 (2013) - [j9]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): 1314-1322 (2013) - 2011
- [j8]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): 739-753 (2011) - 2010
- [j7]Renato L. G. Cavalcante, Bernard Mulgrew:
Adaptive filter algorithms for accelerated discrete-time consensus. IEEE Trans. Signal Process. 58(3): 1049-1058 (2010) - 2009
- [j6]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): 1293-1303 (2009) - [j5]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): 1456-1468 (2009) - [j4]Renato L. G. Cavalcante, Isao Yamada, Bernard Mulgrew:
An adaptive projected subgradient approach to learning in diffusion networks. IEEE Trans. Signal Process. 57(7): 2762-2774 (2009) - 2008
- [j3]Renato L. G. Cavalcante, Isao Yamada:
Steady-state analysis of constrained normalized adaptive filters for MAI reduction by energy conservation arguments. Signal Process. 88(2): 326-338 (2008) - [j2]Renato L. G. Cavalcante, Isao Yamada:
Multiaccess Interference Suppression in Orthogonal Space-Time Block Coded MIMO Systems by Adaptive Projected Subgradient Method. IEEE Trans. Signal Process. 56(3): 1028-1042 (2008) - 2005
- [j1]Masahiro Yukawa, Renato L. G. Cavalcante, Isao Yamada:
Efficient Blind MAI Suppression in DS/CDMA Systems by Embedded Constraint Parallel Projection Techniques. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 88-A(8): 2062-2071 (2005)
Conference and Workshop Papers
- 2023
- [c62]Takumi Ichinose, Masahiro Yukawa, Renato L. G. Cavalcante:
Online Kernel-Based Quantile Regression Using Huberized Pinball Loss. EUSIPCO 2023: 1803-1807 - [c61]Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak:
Dynamic Distributed Convex Optimization "Over-The-Air" In Decentralized Wireless Networks. ICASSP 2023: 1-5 - [c60]Jochen Fink, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak:
Deep-Unfolded Adaptive Projected Subgradient Method For Mimo Detection. ICASSP 2023: 1-5 - [c59]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: 5010-5016 - [c58]Lorenzo Miretti, Renato L. G. Cavalcante, Emil Björnson:
UL-DL Duality for Cell-Free Networks Under Per-AP Power and Information Constraints. ICC 2023: 5017-5023 - 2022
- [c57]Kei Komuro, Masahiro Yukawa, Renato L. G. Cavalcante:
Distributed Sparse Optimization Based on Minimax Concave and Consensus Promoting Penalties: Towards Global Optimality. EUSIPCO 2022: 1841-1845 - [c56]Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak:
Joint optimal beamforming and power control in cell-free massive MIMO. GLOBECOM 2022: 770-775 - [c55]Jochen Fink, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak:
A Set-Theoretic Approach to Mimo Detection. ICASSP 2022: 5328-5332 - [c54]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: 4474-4479 - [c53]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: 1-7 - [c52]Diego Preciado, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak:
SON Function Coordination in Campus Networks Using Machine Learning. WCNC 2022: 2130-2135 - 2021
- [c51]Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak:
Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems. ICASSP 2021: 4115-4119 - [c50]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: 1-6 - [c49]Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak:
Adaptive Estimation of Angular Power Spectra for Time-Varying MIMO Channels. SPAWC 2021: 96-100 - [c48]Kei Komuro, Masahiro Yukawa, Renato L. G. Cavalcante:
Distributed Sparse Optimization With Minimax Concave Regularization. SSP 2021: 31-35 - [c47]Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak:
Deep Learning Beam Optimization in Millimeter-Wave Communication Systems. SSP 2021: 581-585 - 2020
- [c46]Renato L. G. Cavalcante, Slawomir Stanczak:
Hybrid data and model driven algorithms for angular power spectrum estimation. GLOBECOM 2020: 1-6 - [c45]Daniel Fabian Külzer, Slawomir Stanczak, Renato L. G. Cavalcante, Mladen Botsov:
Predictive Resource Allocation for Automotive Applications Using Interference Calculus. GLOBECOM 2020: 1-7 - [c44]Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak:
Online Channel Estimation for Hybrid Beamforming Architectures. ICASSP 2020: 4995-4999 - [c43]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: 5180-5184 - [c42]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: 1-5 - 2019
- [c41]Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak:
Multicast Beamforming Using Semidefinite Relaxation and Bounded Perturbation Resilience. ICASSP 2019: 4749-4753 - [c40]Renato L. G. Cavalcante, Slawomir Stanczak:
Weakly Standard Interference Mappings: Existence of Fixed Points and Applications to Power Control in Wireless Networks. ICASSP 2019: 4824-4828 - [c39]Daniel Schäufele, Renato L. G. Cavalcante, Slawomir Stanczak:
Tensor Completion for Radio Map Reconstruction using Low Rank and Smoothness. SPAWC 2019: 1-5 - [c38]Rafail Ismayilov, Bernd Holfeld, Renato L. G. Cavalcante, Megumi Kaneko:
Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems. WCNC 2019: 1-8 - [c37]Jochen Fink, Daniel Schäufele, Martin Kasparick, Renato L. G. Cavalcante, Slawomir Stanczak:
Cooperative Localization by Set-theoretic Estimation. WSA 2019: 65-72 - 2018
- [c36]Renato L. G. Cavalcante, Slawomir Stanczak, Dominic Schupke, Jirka Klaue:
Low-complexity distributed set-theoretic decoders for analog fountain codes. ACSSC 2018: 1480-1484 - [c35]Jochen Fink, Renato L. G. Cavalcante, Peter Jung, Slawomir Stanczak:
Extrapolated Projection Methods for PAPR Reduction. EUSIPCO 2018: 1810-1814 - [c34]Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak:
Downlink Channel Spatial Covariance Estimation in Realistic FDD Massive MIMO Systems. GlobalSIP 2018: 161-165 - [c33]Daniyal Amir Awan, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak:
Set-Theoretic Learning for Detection in Cell-Less C-Ran Systems. GlobalSIP 2018: 589-593 - [c32]Renato L. G. Cavalcante, Lorenzo Miretti, Slawomir Stanczak:
Error Bounds for FDD Massive MIMO Channel Covariance Conversion with Set-Theoretic Methods. GLOBECOM 2018: 1-7 - [c31]Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
A Robust Machine Learning Method for Cell-Load Approximation in Wireless Networks. ICASSP 2018: 2601-2605 - [c30]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: 3414-3418 - [c29]Lorenzo Miretti, Renato Luís Garrido Cavalcante, Slawomir Stanczak:
FDD Massive MIMO Channel Spatial Covariance Conversion Using Projection Methods. ICASSP 2018: 3609-3613 - [c28]Renato Luís Garrido Cavalcante, Slawomir Stanczak:
Spectral Radii of Asymptotic Mappings and the Convergence Speed of the Standard Fixed Point Algorithm. ICASSP 2018: 4509-4513 - [c27]Daniyal Amir Awan, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak:
Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach. ICC 2018: 1-6 - [c26]Miguel Angel Gutierrez-Estevez, Renato L. G. Cavalcante, Slawomir Stanczak:
Nonparametric Radio Maps Reconstruction Via Elastic Net Regularization with Multi-Kernels. SPAWC 2018: 1-5 - 2017
- [c25]Renato L. G. Cavalcante, Slawomir Stanczak:
The role of asymptotic functions in network optimization and feasibility studies. GlobalSIP 2017: 563-567 - [c24]Renato L. G. Cavalcante, Slawomir Stanczak:
Peak load minimization in load coupled interference networks. ICASSP 2017: 3729-3733 - [c23]Qi Liao, Renato L. G. Cavalcante:
Improving resource efficiency with partial resource muting for future wireless networks. WiMob 2017: 1-8 - 2016
- [c22]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: 550-554 - [c21]Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
Distributed RAN and backhaul optimization for energy efficient wireless networks. GlobalSIP 2016: 575-579 - 2014
- [c20]Renato L. G. Cavalcante, Emmanuel Pollakis, Slawomir Stanczak:
Power estimation in LTE systems with the general framework of standard interference mappings. GlobalSIP 2014: 818-822 - 2013
- [c19]Konstantin Oltmann, Renato L. G. Cavalcante, Slawomir Stanczak, Martin Kasparick:
Interference identification in cellular networks via adaptive projected subgradient methods. ACSSC 2013: 1946-1950 - [c18]Steffen Limmer, Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante:
Exploiting interference for efficient distributed computation in cluster-based wireless sensor networks. GlobalSIP 2013: 933-936 - [c17]Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak:
Enhancing energy efficient network operation in multi-RAT cellular environments through sparse optimization. SPAWC 2013: 260-264 - 2012
- [c16]Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak, Federico Penna:
Robust interference identification for multi-RAT optimization in wireless cellular networks. DySPAN 2012: 284 - [c15]Renato L. G. Cavalcante, Slawomir Stanczak:
Robust set-theoretic distributed detection in diffusion networks. ICASSP 2012: 3757-3760 - [c14]Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante, Federico Penna:
On in-network computation via wireless multiple-access channels with applications. ISWCS 2012: 276-280 - [c13]Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak:
Base station selection for energy efficient network operation with the majorization-minimization algorithm. SPAWC 2012: 219-223 - 2011
- [c12]Renato L. G. Cavalcante, Alex Rogers, Nicholas R. Jennings:
Consensus acceleration in multiagent systems with the Chebyshev semi-iterative method. AAMAS 2011: 165-172 - [c11]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: 1099-1100 - [c10]Jafar Mohammadi, Slawomir Stanczak, Renato L. G. Cavalcante, Jalal Etesami:
Iterative distributed channel probing for cognitive radios with power-controlled wireless links. ISWCS 2011: 567-571 - 2010
- [c9]Renato L. G. Cavalcante, Alex Rogers, Nicholas R. Jennings, Isao Yamada:
Distributed multiagent learning with a broadcast adaptive subgradient method. AAMAS 2010: 1039-1046 - 2009
- [c8]Renato L. G. Cavalcante, Isao Yamada, Bernard Mulgrew:
Learning in diffusion networks with an adaptive projected subgradient method. ICASSP 2009: 2853-2856 - 2008
- [c7]Renato L. G. Cavalcante, Isao Yamada:
Peak-to-average power ratio reduction in OFDM systems by the adaptive projected subgradient method. ICASSP 2008: 3061-3064 - 2007
- [c6]Renato L. G. Cavalcante, Isao Yamada:
Multiaccess Interference Reduction in OSTBC-MIMO Systems by Adaptive Projected Subgradient Method. ICASSP (3) 2007: 1253-1256 - 2006
- [c5]Renato L. G. Cavalcante, Isao Yamada:
Steady-State Performance of Constrained Normalized Adaptive Filters for CDMA Systems. ICASSP (3) 2006: 768-771 - [c4]Isao Yamada, Konstantinos Slavakis, Masahiro Yukawa, Renato L. G. Cavalcante:
Adaptive projected subgradient method and its applications to robust signal processing. ISCAS 2006 - 2005
- [c3]Renato L. G. Cavalcante, Masahiro Yukawa, Isao Yamada:
Set-theoretic DS/CDMA receivers for fading channels by adaptive projected subgradient method. GLOBECOM 2005: 6 - [c2]Masahiro Yukawa, Renato L. G. Cavalcante, Isao Yamada:
Efficient adaptive blind MAI suppression in DS/CDMA by embedded constraint parallel projection techniques. ICASSP (3) 2005: 929-932 - 2004
- [c1]Renato L. G. Cavalcante, Isao Yamada, Kohichi Sakaniwa:
A fast blind multiple access interference reduction in DS/CDMA systems by adaptive projected subgradient method. EUSIPCO 2004: 161-164
Informal and Other Publications
- 2024
- [i35]Navneet Agrawal, Renato L. G. Cavalcante, Slawomir Stanczak:
Distributed fixed-point algorithms for dynamic convex optimization over decentralized and unbalanced wireless networks. CoRR abs/2401.18030 (2024) - [i34]Mateusz Gabor, Tomasz Piotrowski, Renato L. G. Cavalcante:
Positive concave deep equilibrium models. CoRR abs/2402.04029 (2024) - [i33]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 abs/2402.16755 (2024) - 2023
- [i32]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 abs/2301.06520 (2023) - [i31]Renato Luís Garrido Cavalcante, Lorenzo Miretti, Slawomir Stanczak:
Characterization of the weak Pareto boundary of resource allocation problems in wireless networks - Implications to cell-less systems. CoRR abs/2304.07067 (2023) - [i30]Navneet Agrawal, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak:
Distributed Convex Optimization "Over-the-Air" in Dynamic Environments. CoRR abs/2307.04913 (2023) - [i29]Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak:
Fixed-point methods for long-term power control and beamforming design in large-scale MIMO. CoRR abs/2312.02080 (2023) - 2022
- [i28]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 abs/2201.05024 (2022) - [i27]Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak:
Superiorized Adaptive Projected Subgradient Method with Application to MIMO Detection. CoRR abs/2203.01116 (2022) - [i26]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 abs/2205.00429 (2022) - [i25]Lorenzo Miretti, Renato Luís Garrido Cavalcante, Slawomir Stanczak:
Joint optimal beamforming and power control in cell-free massive MIMO. CoRR abs/2208.01385 (2022) - [i24]Tomasz Piotrowski, Matthias Frey, Renato L. G. Cavalcante, Rafail Ismayilov:
Inverse Solvability and Security with Applications to Federated Learning. CoRR abs/2211.14115 (2022) - 2021
- [i23]Jochen Fink, Renato L. G. Cavalcante, Slawomir Stanczak:
Multi-Group Multicast Beamforming by Superiorized Projections onto Convex Sets. CoRR abs/2102.11947 (2021) - [i22]Daniyal Amir Awan, Renato L. G. Cavalcante, Zoran Utkovski, Slawomir Stanczak:
Set-Theoretic Learning for Detection in Cell-Less C-RAN Systems. CoRR abs/2103.11456 (2021) - [i21]Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
Robust Cell-Load Learning with a Small Sample Set. CoRR abs/2103.11467 (2021) - [i20]Tomasz Piotrowski, Renato L. G. Cavalcante:
Fixed points of monotonic and (weakly) scalable neural networks. CoRR abs/2106.16239 (2021) - [i19]Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak:
Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems. CoRR abs/2107.07843 (2021) - [i18]Rafail Ismayilov, Renato L. G. Cavalcante, Slawomir Stanczak:
Deep Learning Beam Optimization in Millimeter-Wave Communication Systems. CoRR abs/2107.07846 (2021) - 2019
- [i17]Renato Luís Garrido Cavalcante, Qi Liao, Slawomir Stanczak:
Connections between spectral properties of asymptotic mappings and solutions to wireless network problems. CoRR abs/1903.09793 (2019) - [i16]Rafail Ismayilov, Bernd Holfeld, Renato L. G. Cavalcante, Megumi Kaneko:
Power and Beam Optimization for Uplink Millimeter-Wave Hotspot Communication Systems. CoRR abs/1908.11313 (2019) - [i15]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 abs/1911.04291 (2019) - 2018
- [i14]Renato L. G. Cavalcante, Slawomir Stanczak:
Spectral radii of asymptotic mappings and the convergence speed of the standard fixed point algorithm. CoRR abs/1803.05671 (2018) - [i13]Renato Luís Garrido Cavalcante, Lorenzo Miretti, Slawomir Stanczak:
Error Bounds for FDD Massive MIMO Channel Covariance Conversion with Set-Theoretic Methods. CoRR abs/1804.08461 (2018) - 2017
- [i12]Renato L. G. Cavalcante, Slawomir Stanczak:
Performance Limits of Solutions to Network Utility Maximization Problems. CoRR abs/1701.06491 (2017) - [i11]Renato L. G. Cavalcante, Slawomir Stanczak:
The role of asymptotic functions in network optimization and feasibility studies. CoRR abs/1706.00668 (2017) - [i10]Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
A robust machine learning method for cell-load approximation in wireless networks. CoRR abs/1710.09318 (2017) - [i9]Daniyal Amir Awan, Renato L. G. Cavalcante, Masahiro Yukawa, Slawomir Stanczak:
Detection for 5G-NOMA: An Online Adaptive Machine Learning Approach. CoRR abs/1711.00355 (2017) - 2016
- [i8]Renato Luís Garrido Cavalcante, Slawomir Stanczak:
Fundamental properties of solutions to utility maximization problems in wireless networks. CoRR abs/1610.01988 (2016) - 2015
- [i7]Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak:
Traffic Demand-Aware Topology Control for Enhanced Energy-Efficiency of Cellular Networks. CoRR abs/1503.08627 (2015) - [i6]Renato L. G. Cavalcante, Yuxiang Shen, Slawomir Stanczak:
Elementary Properties of Positive Concave Mappings with Applications to Network Planning and Optimization. CoRR abs/1505.03006 (2015) - 2014
- [i5]Martin Kasparick, Renato L. G. Cavalcante, Stefan Valentin, Slawomir Stanczak, Masahiro Yukawa:
Kernel-Based Adaptive Online Reconstruction of Coverage Maps With Side Information. CoRR abs/1404.0979 (2014) - [i4]Renato L. G. Cavalcante, Slawomir Stanczak, Martin Schubert, Andreas Eisenblätter, Ulrich Türke:
Toward Energy-Efficient 5G Wireless Communications Technologies. CoRR abs/1407.0344 (2014) - [i3]Renato L. G. Cavalcante, Emmanuel Pollakis, Slawomir Stanczak:
Power Estimation in LTE systems with the General Framework of Standard Interference Mappings. CoRR abs/1409.2835 (2014) - 2013
- [i2]Steffen Limmer, Slawomir Stanczak, Mario Goldenbaum, Renato L. G. Cavalcante:
Exploiting Interference for Efficient Distributed Computation in Cluster-based Wireless Sensor Networks. CoRR abs/1309.3139 (2013) - 2012
- [i1]Emmanuel Pollakis, Renato L. G. Cavalcante, Slawomir Stanczak:
Base station selection for energy efficient network operation with the majorization-minimization algorithm. CoRR abs/1202.1174 (2012)
Coauthor Index
[j26] [j25] [j24] [j21] [j20] [j19] [j18] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [c61] [c60] [c59] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [c24] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c10] [i35] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i23] [i22] [i21] [i19] [i18] [i17] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
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