Implications of decentralized Q-learning resource allocation in wireless networks. - Francesc Wilhelmi; Boris Bellalta; Cristina Cano; Anders Jonsson 001 (PIMRC, 2017)

Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs. - Sergio Barrachina-Muñoz; Francesc Wilhelmi; Boris Bellalta (CoRR, 2018)

Machine Learning and Software Defined Networks for High-Density WLANs. - Álvaro López-Raventós; Francesc Wilhelmi; Sergio Barrachina-Muñoz; Boris Bellalta (CoRR, 2018)

On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. - Francesc Wilhelmi; Sergio Barrachina-Muñoz; Boris Bellalta (CSCN, 2019)

Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. - Sergio Barrachina-Muñoz; Francesc Wilhelmi; Ioannis Selinis; Boris Bellalta (Wireless Days, 2019)

Combining Software Defined Networks and Machine Learning to enable Self Organizing WLANs. - Álvaro López-Raventós; Francesc Wilhelmi; Sergio Barrachina-Muñoz; Boris Bellalta (WiMob, 2019)

Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits. - Francesc Wilhelmi; Cristina Cano; Gergely Neu; Boris Bellalta; Anders Jonsson 001; Sergio Barrachina-Muñoz (Ad Hoc Networks, 2019)

To overlap or not to overlap: Enabling channel bonding in high-density WLANs. - Sergio Barrachina-Muñoz; Francesc Wilhelmi; Boris Bellalta (Comput. Networks, 2019)

Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs. - Francesc Wilhelmi; Sergio Barrachina-Muñoz; Boris Bellalta; Cristina Cano; Anders Jonsson 001; Gergely Neu (J. Netw. Comput. Appl., 2019)

A Flexible Machine-Learning-Aware Architecture for Future WLANs. - Francesc Wilhelmi; Sergio Barrachina-Muñoz; Boris Bellalta; Cristina Cano; Anders Jonsson 001; Vishnu Ram (IEEE Commun. Mag., 2020)

Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. - Sergio Barrachina-Muñoz; Francesc Wilhelmi; Boris Bellalta (IEEE Trans. Mob. Comput., 2020)

Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. - Sergio Barrachina-Muñoz; Francesc Wilhelmi; Boris Bellalta (IEEE Wirel. Commun. Lett., 2020)

Towards spatial reuse in future wireless local area networks: a sequential learning approach. - Francesc Wilhelmi Roca (2020)

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

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

Spatial Reuse in IEEE 802.11ax WLANs. - Francesc Wilhelmi; Sergio Barrachina-Muñoz; Cristina Cano; Ioannis Selinis; Boris Bellalta (Comput. Commun., 2021)

Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs. - Francesc Wilhelmi; David Góez; Paola Soto; Ramon Vallés; Mohammad Alfaifi; Abdulrahman Algunayah; Jorge Martín-Pérez; Luigi Girletti; Rajasekar Mohan; K. Venkat Ramnan; Boris Bellalta (CoRR, 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)

ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. - Paola Soto; Miguel Camelo; Kevin Mets; Francesc Wilhelmi; David Góez; Luis Alejandro Fletscher; Natalia Gaviria; Peter Hellinckx; Juan Felipe Botero; Steven Latré (Sensors, 2021)

Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. - Francesc Wilhelmi; Marc Carrascosa; Cristina Cano; Anders Jonsson 001; Vishnu Ram; Boris Bellalta (IEEE Wirel. Commun., 2021)

TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs. - David Nunez 003; Francesc Wilhelmi; Stefano Avallone; Malcolm Smith; Boris Bellalta (CCNC, 2022)

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

Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. - Francesc Wilhelmi; Jernej Hribar; Selim F. Yilmaz; Emre Ozfatura; Kerem Ozfatura; Ozlem Yildiz; Deniz Gündüz; Hao Chen; Xiaoying Ye; Lizhao You; Yulin Shao; Paolo Dini; et al. (CoRR, 2022)

How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? - Elia Guerra; Francesc Wilhelmi; Marco Miozzo; Paolo Dini (CoRR, 2022)

End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. - Francesc Wilhelmi; Sergio Barrachina-Muñoz; Paolo Dini (IEEE Commun. Lett., 2022)

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

Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. - Francesc Wilhelmi; Lorenzo Galati-Giordano; Giovanni Geraci; Boris Bellalta; Gianluca Fontanesi; David Nunez 003 (CSCN, 2023)

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. - Vasileios Perifanis; Nikolaos Pavlidis; Selim F. Yilmaz; Francesc Wilhelmi; Elia Guerra; Marco Miozzo; Pavlos S. Efraimidis; Paolo Dini; Remous-Aris Koutsiamanis (FMEC, 2023)

On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. - Francesc Wilhelmi; Elia Guerra; Paolo Dini (NetSoft, 2023)

Blockchain and Smart Contracts for Telecommunications: Requirements vs. Cost Analysis. - Nima Afraz; Francesc Wilhelmi; Hamed Ahmadi; Marco Ruffini (IEEE Access, 2023)

AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks. - Francesc Wilhelmi; Dariush Salami; Gianluca Fontanesi; Lorenzo Galati-Giordano; Mika Kasslin (CoRR, 2023)

The Cost of Training Machine Learning Models Over Distributed Data Sources. - Elia Guerra; Francesc Wilhelmi; Marco Miozzo; Paolo Dini (IEEE Open J. Commun. Soc., 2023)

Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations? - Marc Carrascosa-Zamacois; Lorenzo Galati-Giordano; Francesc Wilhelmi; Gianluca Fontanesi; Anders Jonsson 001; Giovanni Geraci; Boris Bellalta (CAMAD, 2024)

Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis. - David Nunez 003; Francesc Wilhelmi; Lorenzo Galati-Giordano; Giovanni Geraci; Boris Bellalta (CSCN, 2024)

Distributed Learning for Wi-Fi AP Load Prediction. - Dariush Salami; Francesc Wilhelmi; Lorenzo Galati-Giordano; Mika Kasslin (GLOBECOM, 2024)

ConPA: A Contention-free Mechanism with Power Adaptation for Beyond Listen-Before-Talk. - Francesc Wilhelmi; Paolo Baracca; Gianluca Fontanesi; Lorenzo Galati-Giordano (PIMRC, 2024)

Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum. - Gianluca Fontanesi; Francesc Wilhelmi; Lorenzo Galati-Giordano (SPAWC, 2024)

The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies. - Francesc Wilhelmi; Nima Afraz; Elia Guerra; Paolo Dini (Comput. Networks, 2024)

Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks. - Francesc Wilhelmi; Szymon Szott; Katarzyna Kosek-Szott; Boris Bellalta (CoRR, 2024)

Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap. - Boris Bellalta; Katarzyna Kosek-Szott; Szymon Szott; Francesc Wilhelmi (CoRR, 2024)

Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi. - Francesc Wilhelmi; Boris Bellalta; Szymon Szott; Katarzyna Kosek-Szott; Sergio Barrachina-Muñoz (CoRR, 2024)

"It's Your Turn": A Novel Channel Contention Mechanism for Improving Wi-Fi's Reliability. - Francesc Wilhelmi; Lorenzo Galati-Giordano; Gianluca Fontanesi (WCNC, 2025)

Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. - Nikolaos Pavlidis; Vasileios Perifanis; Selim F. Yilmaz; Francesc Wilhelmi; Marco Miozzo; Pavlos S. Efraimidis; Remous-Aris Koutsiamanis; Pavol Mulinka; Paolo Dini (IEEE Trans. Sustain. Comput., 2025)

Towards Specialized Wireless Networks Using an ML-Driven Radio Interface. - Kamil Szczech; Maksymilian Wojnar; Katarzyna Kosek-Szott; Krzysztof Rusek; Szymon Szott; Dileepa Marasinghe; Nandana Rajatheva; Richard Combes; Francesc Wilhelmi; Anders Jonsson 001; Boris Bellalta (CoRR, 2025)

Performance Analysis of IEEE 802.11bn Non-Primary Channel Access. - Boris Bellalta; Francesc Wilhelmi; Lorenzo Galati-Giordano; Giovanni Geraci (CoRR, 2025)

Machine Learning and Wi-Fi: Unveiling the Path Toward AI/ML-Native IEEE 802.11 Networks. - Francesc Wilhelmi; Szymon Szott; Katarzyna Kosek-Szott; Boris Bellalta (IEEE Commun. Mag., 2025)

Wi-Fi: Twenty-Five Years and Counting. - Giovanni Geraci; Francesca Meneghello 001; Francesc Wilhelmi; David López-Pérez; Iñaki Val; Lorenzo Galati-Giordano; Carlos Cordeiro 001; Monisha Ghosh; Edward W. Knightly; Boris Bellalta (CoRR, 2025)

Improving Wi-Fi 8 Latency with Coordinated Spatial Reuse. - David Nunez 003; Francesc Wilhelmi; Lorenzo Galati-Giordano; Giovanni Geraci; Boris Bellalta (CoRR, 2025)

Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination. - David Nunez 003; Francesc Wilhelmi; Maksymilian Wojnar; Katarzyna Kosek-Szott; Szymon Szott; Boris Bellalta (CoRR, 2025)