A Fuzzy-Neural Based Approach for Joint Radio Resource Management in a Beyond 3G Framework. - Ramon Agusti-Gomes; Oriol Sallent; Jordi Pérez-Romero; Lorenza Giupponi (QSHINE, 2004)

Joint radio resource management algorithm for multi-RAT networks. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (GLOBECOM, 2005)

A novel joint radio resource management approach with reinforcement learning mechanisms. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (IPCCC, 2005)

A Fuzzy Neural JRRM in a Heterogeneous Scenario Supported by Prediction Strategies for Horizontal and Vertical Handovers. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (FUZZ-IEEE, 2006)

An Economic-Driven Joint Radio Resource Management with User Profile Differentiation in a Beyond 3G Cognitive Network. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (GLOBECOM, 2006)

Resource Auctioning Mechanisms in Heterogeneous Wireless Access Networks. - Oriol Sallent; Jordi Pérez-Romero; Ramón Agustí; Lorenza Giupponi; Clemens Kloeck; Ihan Martoyo; Stefan Klett; Jijun Luo (VTC Spring, 2006)

A Framework for JRRM with Resource Reservation and Multiservice Provisioning in Heterogeneous Networks. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (Mob. Networks Appl., 2006)

Improved Revenue and Radio Resource Usage through Inter-Operator Joint Radio Resource Management. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (ICC, 2007)

Fuzzy-based Spectrum Handoff in Cognitive Radio Networks. - Lorenza Giupponi; Ana I. Pérez-Neira (CrownCom, 2008)

Performance evaluation of spectrum decision schemes for a cognitive ad-hoc network. - Lara Marín; Lorenza Giupponi (PIMRC, 2008)

Decentralized spectrum and radio resource management enabled by an on-demand Cognitive Pilot Channel. - Oriol Sallent; Ramón Agustí; Jordi Pérez-Romero; Lorenza Giupponi (Ann. des Télécommunications, 2008)

A Novel Approach for Joint Radio Resource Management Based on Fuzzy Neural Methodology. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (IEEE Trans. Veh. Technol., 2008)

Spectrum and radio resource management. - Oriol Sallent; Lorenza Giupponi; Jad Nasreddine; Ramón Agustí; Jordi Pérez-Romero (IEEE Veh. Technol. Mag., 2008)

Aggregated interference control for cognitive radio networks based on multi-agent learning. - Ana Galindo-Serrano; Lorenza Giupponi (CrownCom, 2009)

Misbehaviour Detection in Cognitive and Cooperative Networks. - Lorenza Giupponi; Christian Ibars (GLOBECOM, 2009)

Bayesian Potential Games to Model Cooperation for Cognitive Radios with Incomplete Information. - Lorenza Giupponi; Christian Ibars (ICC, 2009)

Distributed Cooperation in Cognitive Radio Networks: Overlay Versus Underlay Paradigm. - Lorenza Giupponi; Christian Ibars (VTC Spring, 2009)

Distributed Cooperation among Cognitive Radios with Complete and Incomplete Information. - Lorenza Giupponi; Christian Ibars (EURASIP J. Adv. Signal Process., 2009)

Fuzzy Neural Control for Economic-Driven Radio Resource Management in Beyond 3G Networks. - Lorenza Giupponi; Ramón Agustí; Jordi Pérez-Romero; Oriol Sallent (IEEE Trans. Syst. Man Cybern. Part C, 2009)

Decentralized Q-Learning for Aggregated Interference Control in Completely and Partially Observable Cognitive Radio Networks. - Ana Galindo-Serrano; Lorenza Giupponi (CCNC, 2010)

Learning from experts in cognitive radio networks: The docitive paradigm. - Ana Galindo-Serrano; Lorenza Giupponi; Pol Blasco; Mischa Dohler (CrownCom, 2010)

Cognition and Docition in OFDMA-Based Femtocell Networks. - Ana Galindo-Serrano; Lorenza Giupponi; Mischa Dohler (GLOBECOM, 2010)

Distributed interference control in OFDMA-based femtocells. - Lorenza Giupponi; Christian Ibars (PIMRC, 2010)

Distributed Q-Learning for Interference Control in OFDMA-Based Femtocell Networks. - Ana Galindo-Serrano; Lorenza Giupponi (VTC Spring, 2010)

Distributed Multiple Access and Flow Control for Wireless Network Coding. - Christian Ibars; Lorenza Giupponi; Sateesh Addepalli (VTC Spring, 2010)

Aggressive Joint Access and Backhaul Design for Distributed-Cognition 1Gbps/km2 System Architecture. - Pol Blasco; Lorenza Giupponi; Ana Galindo-Serrano; Mischa Dohler (WWIC, 2010)

From cognition to docition: The teaching radio paradigm for distributed & autonomous deployments. - Lorenza Giupponi; Ana Galindo-Serrano; Mischa Dohler (Comput. Commun., 2010)

Distributed Q-Learning for Aggregated Interference Control in Cognitive Radio Networks. - Ana Galindo-Serrano; Lorenza Giupponi (IEEE Trans. Veh. Technol., 2010)

Docitive networks: an emerging paradigm for dynamic spectrum management. - Lorenza Giupponi; Ana Galindo-Serrano; Pol Blasco; Mischa Dohler (IEEE Wirel. Commun., 2010)

A femtocell business model: The BeFEMTO view. - Jean-Baptiste Vezin; Lorenza Giupponi; Alexander Tyrrell; Emilio Mino; Brzozowy Miroslaw (Future Network & Mobile Summit, 2011)

On implementation requirements and performances of Q-Learning for self-organized femtocells. - Ana Galindo-Serrano; Lorenza Giupponi; Marc Majoral (GLOBECOM Workshops, 2011)

Femtocell systems with self organization capabilities. - Ana Galindo-Serrano; Lorenza Giupponi (NetGCoop, 2011)

Distributed Learning in Multiuser OFDMA Femtocell Networks. - Ana Galindo-Serrano; Lorenza Giupponi; Gunther Auer (VTC Spring, 2011)

Downlink femto-to-macro interference management based on Fuzzy Q-Learning. - Ana Galindo-Serrano; Lorenza Giupponi (WiOpt, 2011)

Equilibrium selection in interference management non-cooperative games in femtocell networks. - Ana Galindo-Serrano; Eitan Altman; Lorenza Giupponi (VALUETOOLS, 2012)

Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence. - Ali Imran 001; Mehdi Bennis; Lorenza Giupponi (WCNC Workshops, 2012)

Managing Femto to Macro Interference without X2 Interface Support through POMDP. - Ana Galindo-Serrano; Lorenza Giupponi (Mob. Networks Appl., 2012)

Link Performance Model for System Level Simulations of Filter Bank Multicarrier-Based Systems in PMR Networks. - Alexandra Oborina; Christian Ibars; Lorenza Giupponi; Faouzi Bader (ISWCS, 2013)

Self-organized femto-to-macro interference coordination with partial information. - Ana Galindo-Serrano; Lorenza Giupponi (PIMRC Workshops, 2013)

Designing Time Difference Learning for Interference Management in Heterogeneous Networks. - Ana Galindo-Serrano; Lorenza Giupponi (Dyn. Games Appl., 2013)

Joint coverage and backhaul self-optimization in emerging relay enhanced heterogeneous networks. - Ali Imran 001; Lorenza Giupponi; Muhammad Ali Imran 001; Adnan A. Abu-Dayya (ICC, 2014)

A Reinforcement Learning Based Solution for Self-Healing in LTE Networks. - Jessica Moysen; Lorenza Giupponi (VTC Fall, 2014)

Link performance model for filter bank based multicarrier systems. - Dmitry Petrov; Alexandra Oborina; Lorenza Giupponi; Tobias Hidalgo Stitz (EURASIP J. Adv. Signal Process., 2014)

Self-organized femtocells: a Fuzzy Q-Learning approach. - Ana Galindo-Serrano; Lorenza Giupponi (Wirel. Networks, 2014)

Self-organized ICIC for SCN. - Lorenza Giupponi; Ali Imran 001; Ana Maria Galindo (Design and Deployment of Small Cell Networks, 2015)

Fuzzy multiple criteria switch off method for dense heterogeneous networks. - Anna Dudnikova; Paolo Dini; Lorenza Giupponi; Daniela Panno (CAMAD, 2015)

Decentralized Q-learning for uplink power control. - Sumayyah Dzulkifly; Lorenza Giupponi; Fatin Said; Mischa Dohler (CAMAD, 2015)

Predicting QoS in LTE HetNets based on location-independent UE measurements. - Jessica Moysen; Lorenza Giupponi; Nicola Baldo; Josep Mangues-Bafalluy (CAMAD, 2015)

Multi-criteria decision for small cell switch off in ultra-dense LTE networks. - Anna Dudnikova; Paolo Dini; Lorenza Giupponi; Daniela Panno (ConTEL, 2015)

Distributed Q-learning for energy harvesting Heterogeneous Networks. - Marco Miozzo; Lorenza Giupponi; Michele Rossi; Paolo Dini (ICC Workshops, 2015)

Scheduling M2M traffic over LTE uplink of a dense small cells network. - M. Danilo Abrignani; Lorenza Giupponi; Andrea Lodi 001; Roberto Verdone (ISWCS, 2015)

Simulating LTE mobility management in presence of coverage holes with ns-3. - Zoraze Ali; Nicola Baldo; Josep Mangues-Bafalluy; Lorenza Giupponi (SimuTools, 2015)

Self Coordination among SON Functions in LTE Heterogeneous Networks. - Jessica Moysen; Lorenza Giupponi (VTC Spring, 2015)

White Paper: Radio y Redes Cognitivas. - Carles Antón-Haro; Luis Castedo Ribas; Javier del Ser Lorente; Armin Dekorsy; Miguel Egido Cortes; Xavier Gelabert; Lorenza Giupponi; Xavier Mestre; José F. Monserrat; Carlos Mosquera; Miquel Soriano; Liesbet Van der Perre; et al. (CoRR, 2015)

Self-coordination of parameter conflicts in D-SON architectures: a Markov decision process framework. - Jessica Moysen; Lorenza Giupponi (EURASIP J. Wirel. Commun. Netw., 2015)

LTE-advanced self-organizing network conflicts and coordination algorithms. - Hafiz Yasar Lateef; Ali Imran 001; Muhammad Ali Imran 001; Lorenza Giupponi; Mischa Dohler (IEEE Wirel. Commun., 2015)

On the potential of ensemble regression techniques for future mobile network planning. - Jessica Moysen; Lorenza Giupponi; Josep Mangues-Bafalluy (ISCC, 2016)

On Fairness Evaluation: LTE-U vs. LAA. - Zoraze Ali; Biljana Bojovic; Lorenza Giupponi; Josep Mangues-Bafalluy (MobiWac, 2016)

Machine learning based handover management for improved QoE in LTE. - Zoraze Ali; Nicola Baldo; Josep Mangues-Bafalluy; Lorenza Giupponi (NOMS, 2016)

A machine learning enabled network planning tool. - Jessica Moysen; Lorenza Giupponi; Josep Mangues-Bafalluy (PIMRC, 2016)

Simulating LTE and Wi-Fi Coexistence in Unlicensed Spectrum with ns-3. - Lorenza Giupponi; Thomas Henderson; Biljana Bojovic; Marco Miozzo (CoRR, 2016)

A Cell Outage Management Framework for Dense Heterogeneous Networks. - Oluwakayode Onireti; Ahmed Zoha; Jessica Moysen; Ali Imran 001; Lorenza Giupponi; Muhammad Ali Imran 001; Adnan A. Abu-Dayya (IEEE Trans. Veh. Technol., 2016)

Machine learning based scheme for contention window size adaptation in LTE-LAA. - Zoraze Ali; Lorenza Giupponi; Josep Mangues-Bafalluy; Biljana Bojovic (PIMRC, 2017)

Analysis and modeling of mobile traffic using real traces. - Hoang Duy Trinh; Nicola Bui; Joerg Widmer; Lorenza Giupponi; Paolo Dini (PIMRC, 2017)

A Novel Optimization Framework for C-RAN BBU Selection Based on Resiliency and Price. - Mohammed Yazid Lyazidi; Lorenza Giupponi; Josep Mangues-Bafalluy; Nadjib Aitsaadi; Rami Langar (VTC Fall, 2017)

Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning. - Marco Miozzo; Lorenza Giupponi; Michele Rossi; Paolo Dini (WCNC Workshops, 2017)

Towards LTE-Advanced and LTE-A Pro Network Simulations: Implementing Carrier Aggregation in LTE Module of ns-3. - Biljana Bojovic; Melchiorre Danilo Abrignani; Marco Miozzo; Lorenza Giupponi; Nicola Baldo (WNS3, 2017)

A Mobile Network Planning Tool Based on Data Analytics. - Jessica Moysen; Lorenza Giupponi; Josep Mangues-Bafalluy (Mob. Inf. Syst., 2017)

5G New Radio Numerologies and their Impact on the End-To-End Latency. - Natale Patriciello; Sandra Lagén; Lorenza Giupponi; Biljana Bojovic (CAMAD, 2018)

LBT Switching Procedures for New Radio-Based Access to Unlicensed Spectrum. - Sandra Lagén; Lorenza Giupponi; Natale Patriciello (GLOBECOM Workshops, 2018)

Paired Listen before Talk for Multi-RAT Coexistence in Unlicensed mmWave Bands. - Sandra Lagén; Lorenza Giupponi; Biljana Bojovic; Alpaslan Demir; Mihaela C. Beluri (ICC Workshops, 2018)

Subband Configuration Optimization for Multiplexing of Numerologies in 5G TDD New Radio. - Sandra Lagén; Biljana Bojovic; Sanjay Goyal; Lorenza Giupponi; Josep Mangues-Bafalluy (PIMRC, 2018)

Mobile Traffic Prediction from Raw Data Using LSTM Networks. - Hoang Duy Trinh; Lorenza Giupponi; Paolo Dini (PIMRC, 2018)

Listen before receive for coexistence in unlicensed mmWave bands. - Sandra Lagén; Lorenza Giupponi (WCNC, 2018)

Implementation and evaluation of frequency division multiplexing of numerologies for 5G new radio in ns-3. - Biljana Bojovic; Sandra Lagén; Lorenza Giupponi (WNS3, 2018)

Conflict Resolution in Mobile Networks: A Self-Coordination Framework Based on Non-Dominated Solutions and Machine Learning for Data Analytics [Application Notes]. - Jessica Moysen; Mario García-Lozano; Lorenza Giupponi; Silvia Ruiz (IEEE Comput. Intell. Mag., 2018)

From 4G to 5G: Self-organized network management meets machine learning. - Jessica Moysen; Lorenza Giupponi (Comput. Commun., 2018)

New Radio beam-based Access to Unlicensed Spectrum: Design Challenges and Solutions. - Sandra Lagén; Lorenza Giupponi; Sanjay Goyal; Natale Patriciello; Biljana Bojovic; Alpaslan Demir; Mihaela C. Beluri; Josep Mangues-Bafalluy (CoRR, 2018)

Scheduling M2M traffic over LTE uplink of a dense small cell network. - Melchiorre Danilo Abrignani; Lorenza Giupponi; Andrea Lodi 001; Roberto Verdone (EURASIP J. Wirel. Commun. Netw., 2018)

The Impact of NR Scheduling Timings on End-to-End Delay for Uplink Traffic. - Natale Patriciello; Sandra Lagén; Lorenza Giupponi; Biljana Bojovic (GLOBECOM, 2019)

Urban Anomaly Detection by processing Mobile Traffic Traces with LSTM Neural Networks. - Hoang Duy Trinh; Lorenza Giupponi; Paolo Dini (SECON, 2019)

S3: the Spectrum Sharing Simulator. - Peter D. Barnes Jr.; Matthew D. Bielejeski; David R. Jefferson; Steven G. Smith; David G. Wright; Lorenza Giupponi; Katerina Koutlia; Colby Harper (WNGW@WNS3, 2019)

An Improved MAC Layer for the 5G NR ns-3 Module. - Natale Patriciello; Sandra Lagén; Lorenza Giupponi; Biljana Bojovic (WNS3, 2019)

Evaluating Unlicensed LTE Technologies: LAA vs LTE-U. - Biljana Bojovic; Lorenza Giupponi; Zoraze Ali; Marco Miozzo (IEEE Access, 2019)

Detecting Mobile Traffic Anomalies Through Physical Control Channel Fingerprinting: A Deep Semi-Supervised Approach. - Hoang Duy Trinh; Engin Zeydan; Lorenza Giupponi; Paolo Dini (IEEE Access, 2019)

Classification of Mobile Services and Apps through Physical Channel Fingerprinting: a Deep Learning Approach. - Hoang Duy Trinh; Ángel Fernández Gambín; Lorenza Giupponi; Paolo Dini (CoRR, 2019)

An E2E simulator for 5G NR networks. - Natale Patriciello; Sandra Lagén; Biljana Bojovic; Lorenza Giupponi (Simul. Model. Pract. Theory, 2019)

Cellular and Wi-Fi in Unlicensed Spectrum: Competition leading to Convergence. - Sandra Lagén; Natale Patriciello; Lorenza Giupponi (6G SUMMIT, 2020)

New Radio Physical Layer Abstraction for System-Level Simulations of 5G Networks. - Sandra Lagén; Kevin Wanuga; Hussain Elkotby; Sanjay Goyal; Natale Patriciello; Lorenza Giupponi (ICC, 2020)

Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks. - Zoraze Ali; Marco Miozzo; Lorenza Giupponi; Paolo Dini; Stojan Z. Denic; Stavroula Vassaki (PIMRC, 2020)

NR-U and IEEE 802.11 Technologies Coexistence in Unlicensed mmWave Spectrum: Models and Evaluation. - Natale Patriciello; Sandra Lagén; Biljana Bojovic; Lorenza Giupponi (IEEE Access, 2020)

New Radio Beam-Based Access to Unlicensed Spectrum: Design Challenges and Solutions. - Sandra Lagén; Lorenza Giupponi; Sanjay Goyal; Natale Patriciello; Biljana Bojovic; Alpaslan Demir; Mihaela C. Beluri (IEEE Commun. Surv. Tutorials, 2020)

NR-U and WiGig Coexistence in 60 GHz Bands. - Natale Patriciello; Sanjay Goyal; Sandra Lagén; Lorenza Giupponi; Biljana Bojovic; Alpaslan Demir; Mihaela C. Beluri (CoRR, 2020)

Fronthaul-Aware Scheduling Strategies for Next Generation RANs. - Sandra Lagén; Xavier Gelabert; Lorenza Giupponi; Andreas Hansson 002 (GLOBECOM, 2021)

On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. - Francesc Wilhelmi; Lorenza Giupponi (GLOBECOM, 2021)

Semi-Static Modulation Compression Optimization for Next Generation RANs. - Sandra Lagén; Xavier Gelabert; Lorenza Giupponi; Andreas Hansson 002 (ICC, 2021)

Discrete-Time Analysis of Wireless Blockchain Networks. - Francesc Wilhelmi; Lorenza Giupponi (PIMRC, 2021)

On the impact of numerology in NR V2X Mode 2 with sensing and random resource selection. - Zoraze Ali; Sandra Lagén; Lorenza Giupponi (VNC, 2021)

Realistic beamforming design using SRS-based channel estimate for ns-3 5G-LENA module. - Biljana Bojovic; Sandra Lagén; Lorenza Giupponi (WNS3, 2021)

Novel radio environment map for the ns-3 NR simulator. - Katerina Koutlia; Biljana Bojovic; Sandra Lagén; Lorenza Giupponi (WNS3, 2021)

Multi-Task Learning for Efficient Management of Beyond 5G Radio Access Network Architectures. - Zoraze Ali; Lorenza Giupponi; Marco Miozzo; Paolo Dini (IEEE Access, 2021)

3GPP NR V2X Mode 2: Overview, Models and System-Level Evaluation. - Zoraze Ali; Sandra Lagén; Lorenza Giupponi; Richard Rouil (IEEE Access, 2021)

Distributed and Multi-Task Learning at the Edge for Energy Efficient Radio Access Networks. - Marco Miozzo; Zoraze Ali; Lorenza Giupponi; Paolo Dini (IEEE Access, 2021)

Modulation Compression in Next Generation RAN: Air Interface and Fronthaul Trade-offs. - Sandra Lagén; Lorenza Giupponi; Andreas Hansson 002; Xavier Gelabert (IEEE Commun. Mag., 2021)

Blockchain-enabled Network Sharing for O-RAN. - Lorenza Giupponi; Francesc Wilhelmi (CoRR, 2021)

Blockchain-enabled Server-less Federated Learning. - Francesc Wilhelmi; Lorenza Giupponi; Paolo Dini (CoRR, 2021)

Mobile Traffic Classification Through Physical Control Channel Fingerprinting: A Deep Learning Approach. - Hoang Duy Trinh; Ángel Fernández Gambín; Lorenza Giupponi; Michele Rossi; Paolo Dini (IEEE Trans. Netw. Serv. Manag., 2021)

Distributed Ledger Technologies for Network Slicing: A Survey. - Farhana Javed; Kiril Antevski; Josep Mangues-Bafalluy; Lorenza Giupponi; Carlos J. Bernardos (IEEE Access, 2022)

Fronthaul Compression Control for Shared Fronthaul Access Networks. - Sandra Lagén; Xavier Gelabert; Andreas Hansson 002; Manuel Requena-Esteso; Lorenza Giupponi (IEEE Commun. Mag., 2022)

Analysis and evaluation of synchronous and asynchronous FLchain. - Francesc Wilhelmi; Lorenza Giupponi; Paolo Dini (Comput. Networks, 2022)

Blockchain-Enabled Network Sharing for O-RAN in 5G and Beyond. - Lorenza Giupponi; Francesc Wilhelmi (IEEE Netw., 2022)

Sub-Band Full-Duplex for 5G New Radio: Challenges, Solutions and Performance. - Lorenza Giupponi; Gábor Fodor 001; Abhishek Ambede; Dennis Hui; Bo Göransson; José Mairton Barros da Silva Jr. (ACSSC, 2023)

Fronthaul-Aware Scheduling Strategies for Dynamic Modulation Compression in Next Generation RANs. - Sandra Lagén; Xavier Gelabert; Lorenza Giupponi; Andreas Hansson 002 (IEEE Trans. Mob. Comput., 2023)