Francesc Wilhelmi

85 papers B 8C 2Journal 67Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decentralized Spatial Reuse Optimization in Wi-Fi: An Internal Regret Minimization Approach. CoRR Francesc Wilhelmi, Boris Bellalta, Miguel Casasnovas, Aleksandra Kijanka, Miguel Calvo-Fullana
2026	J	`jnl`	Evaluating Wi-Fi Performance for VR Streaming: A Study on Realistic HEVC Video Traffic. CoRR Ferran Maura, Francesc Wilhelmi, Boris Bellalta
2026	J	`jnl`	Studying the Role of Synthetic Data for Machine Learning-based Wireless Networks Traffic Forecasting. CoRR José Pulido, Francesc Wilhelmi, Sergio Fortes, Alfonso Fernández-Durán, Lorenzo Galati-Giordano, Raquel Barco
2026	J	`jnl`	Understanding the Wi-Fi and VR streaming interplay: A comprehensible simulation and experimental study. J. Netw. Comput. Appl. Boris Bellalta, Miguel Casasnovas, Ferran Maura, Alejandro Rodríguez, Juan Sebastián Marquerie, Pablo Luis García, Francesc Wilhelmi, Josep Blat
2025	B	`conf`	"It's Your Turn": A Novel Channel Contention Mechanism for Improving Wi-Fi's Reliability. WCNC Francesc Wilhelmi, Lorenzo Galati-Giordano, Gianluca Fontanesi
2025	J	`jnl`	Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination. CoRR David Nunez, Francesc Wilhelmi, Maksymilian Wojnar, Katarzyna Kosek-Szott, Szymon Szott, Boris Bellalta
2025	C	`conf`	Evaluating Wi-Fi Performance for VR Streaming: A Study on Realistic HEVC Video Traffic. PEMWN Ferran Maura, Francesc Wilhelmi, Boris Bellalta
2025	J	`jnl`	Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. IEEE Trans. Sustain. Comput. Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz, Francesc Wilhelmi, Marco Miozzo, Pavlos S. Efraimidis, Remous-Aris Koutsiamanis, Pavol Mulinka, Paolo Dini
2025	J	`jnl`	Improving Wi-Fi 8 Latency with Coordinated Spatial Reuse. CoRR David Nunez, Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta
2025	J	`jnl`	Learning-Based Channel Access in Wi-Fi: A Multi-Armed Bandit Approach. CoRR Miguel Casasnovas, Francesc Wilhelmi, Richard Combes, Maksymilian Wojnar, Katarzyna Kosek-Szott, Szymon Szott, Anders Jonsson, Luis Esteve, Boris Bellalta
2025	J	`jnl`	Machine Learning and Wi-Fi: Unveiling the Path Toward AI/ML-Native IEEE 802.11 Networks. IEEE Commun. Mag. Francesc Wilhelmi, Szymon Szott, Katarzyna Kosek-Szott, Boris Bellalta
2025	J	`jnl`	Modeling and Performance Analysis of Non-Primary Channel Access in Wi-Fi Networks. IEEE Open J. Commun. Soc. Boris Bellalta, Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci
2025	J	`jnl`	Performance Analysis of IEEE 802.11bn Non-Primary Channel Access. CoRR Boris Bellalta, Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci
2025	J	`jnl`	Performance Evaluation of Multi-Armed Bandit Algorithms for Wi-Fi Channel Access. CoRR Miguel Casasnovas, Francesc Wilhelmi, Richard Combes, Maksymilian Wojnar, Katarzyna Kosek-Szott, Szymon Szott, Anders Jonsson, Luis Esteve, Boris Bellalta
2025	C	`conf`	R-TWT in Wi-Fi 7 and Beyond: Enabling Bounded Latency, Energy Efficiency, and Reliability. ETFA Erfan Mozaffari Ahrar, Francesc Wilhelmi, Lorenzo Galati-Giordano, Pasquale Imputato, Michael Menth, Stefano Avallone
2025	J	`jnl`	Toward Specialized Wireless Networks Using an ML-Driven Radio Interface. IEEE Access Kamil Szczech, Maksymilian Wojnar, Katarzyna Kosek-Szott, Krzysztof Rusek, Szymon Szott, Dileepa Marasinghe, Nandana Rajatheva, Richard Combes, Francesc Wilhelmi, Anders Jonsson, Boris Bellalta
2025	J	`jnl`	Towards Specialized Wireless Networks Using an ML-Driven Radio Interface. CoRR Kamil Szczech, Maksymilian Wojnar, Katarzyna Kosek-Szott, Krzysztof Rusek, Szymon Szott, Dileepa Marasinghe, Nandana Rajatheva, Richard Combes, Francesc Wilhelmi, Anders Jonsson, Boris Bellalta
2025	J	`jnl`	Wi-Fi: 25 Years and Counting. Proc. IEEE Giovanni Geraci, Francesca Meneghello, Francesc Wilhelmi, David López-Pérez, Iñaki Val, Lorenzo Galati-Giordano, Carlos Cordeiro, Monisha Ghosh, Edward W. Knightly, Boris Bellalta
2025	J	`jnl`	Wi-Fi: Twenty-Five Years and Counting. CoRR Giovanni Geraci, Francesca Meneghello, Francesc Wilhelmi, David López-Pérez, Iñaki Val, Lorenzo Galati-Giordano, Carlos Cordeiro, Monisha Ghosh, Edward W. Knightly, Boris Bellalta
2025	J	`jnl`	XR Streaming Performance With Wi-Fi 7 Multi-Link Operation. IEEE Open J. Commun. Soc. Marc Carrascosa-Zamacois, Lorenzo Galati-Giordano, Francesc Wilhelmi, Gianluca Fontanesi, Anders Jonsson, Giovanni Geraci, Boris Bellalta
2024	J	`jnl`	"It's Your Turn": A Novel Channel Contention Mechanism for Improving Wi-Fi's Reliability. CoRR Francesc Wilhelmi, Lorenzo Galati-Giordano, Gianluca Fontanesi
2024	B	`conf`	ConPA: A Contention-free Mechanism with Power Adaptation for Beyond Listen-Before-Talk. PIMRC Francesc Wilhelmi, Paolo Baracca, Gianluca Fontanesi, Lorenzo Galati-Giordano
2024	J	`jnl`	ConPA: A Contention-free Mechanism with Power Adaptation for Beyond Listen-Before-Talk. CoRR Francesc Wilhelmi, Paolo Baracca, Gianluca Fontanesi, Lorenzo Galati-Giordano
2024	—	`conf`	Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum. SPAWC Gianluca Fontanesi, Francesc Wilhelmi, Lorenzo Galati-Giordano
2024	J	`jnl`	Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi. CoRR Francesc Wilhelmi, Boris Bellalta, Szymon Szott, Katarzyna Kosek-Szott, Sergio Barrachina-Muñoz
2024	B	`conf`	Distributed Learning for Wi-Fi AP Load Prediction. GLOBECOM Dariush Salami, Francesc Wilhelmi, Lorenzo Galati-Giordano, Mika Kasslin
2024	J	`jnl`	Distributed Learning for Wi-Fi AP Load Prediction. CoRR Dariush Salami, Francesc Wilhelmi, Lorenzo Galati-Giordano, Mika Kasslin
2024	J	`jnl`	Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting. CoRR Nikolaos Pavlidis, Vasileios Perifanis, Selim F. Yilmaz, Francesc Wilhelmi, Marco Miozzo, Pavlos S. Efraimidis, Remous-Aris Koutsiamanis, Pavol Mulinka, Paolo Dini
2024	J	`jnl`	Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks. CoRR Francesc Wilhelmi, Szymon Szott, Katarzyna Kosek-Szott, Boris Bellalta
2024	—	`conf`	Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations? CAMAD Marc Carrascosa-Zamacois, Lorenzo Galati-Giordano, Francesc Wilhelmi, Gianluca Fontanesi, Anders Jonsson, Giovanni Geraci, Boris Bellalta
2024	J	`jnl`	Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations? CoRR Marc Carrascosa-Zamacois, Lorenzo Galati-Giordano, Francesc Wilhelmi, Gianluca Fontanesi, Anders Jonsson, Giovanni Geraci, Boris Bellalta
2024	—	`conf`	Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis. CSCN David Nunez, Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta
2024	J	`jnl`	Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis. CoRR David Nunez, Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta
2024	J	`jnl`	The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies. Comput. Networks Francesc Wilhelmi, Nima Afraz, Elia Guerra, Paolo Dini
2024	J	`jnl`	Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap. CoRR Boris Bellalta, Katarzyna Kosek-Szott, Szymon Szott, Francesc Wilhelmi
2023	J	`jnl`	AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks. CoRR Francesc Wilhelmi, Dariush Salami, Gianluca Fontanesi, Lorenzo Galati-Giordano, Mika Kasslin
2023	J	`jnl`	Blockchain and Smart Contracts for Telecommunications: Requirements vs. Cost Analysis. IEEE Access Nima Afraz, Francesc Wilhelmi, Hamed Ahmadi, Marco Ruffini
2023	B	`conf`	On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. NetSoft Francesc Wilhelmi, Elia Guerra, Paolo Dini
2023	J	`jnl`	The Cost of Training Machine Learning Models Over Distributed Data Sources. IEEE Open J. Commun. Soc. Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini
2023	J	`jnl`	The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies. CoRR Francesc Wilhelmi, Nima Afraz, Elia Guerra, Paolo Dini
2023	—	`conf`	Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. CSCN Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta, Gianluca Fontanesi, David Nunez
2023	J	`jnl`	Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. CoRR Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta, Gianluca Fontanesi, David Nunez
2023	—	`conf`	Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. FMEC Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
2023	J	`jnl`	Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. CoRR Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
2022	J	`jnl`	Analysis and evaluation of synchronous and asynchronous FLchain. Comput. Networks Francesc Wilhelmi, Lorenza Giupponi, Paolo Dini
2022	J	`jnl`	Blockchain-Enabled Network Sharing for O-RAN in 5G and Beyond. IEEE Netw. Lorenza Giupponi, Francesc Wilhelmi
2022	J	`jnl`	End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. CoRR Francesc Wilhelmi, Sergio Barrachina-Muñoz, Paolo Dini
2022	J	`jnl`	End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. IEEE Commun. Lett. Francesc Wilhelmi, Sergio Barrachina-Muñoz, Paolo Dini
2022	J	`jnl`	Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. CoRR 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, Boris Bellalta
2022	J	`jnl`	How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? CoRR Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini
2022	J	`jnl`	On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. CoRR Francesc Wilhelmi, Elia Guerra, Paolo Dini
2022	—	`conf`	TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs. CCNC David Nunez, Francesc Wilhelmi, Stefano Avallone, Malcolm Smith, Boris Bellalta
2021	J	`jnl`	ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. Sensors Paola Soto, Miguel Camelo, Kevin Mets, Francesc Wilhelmi, David Góez, Luis Alejandro Fletscher, Natalia Gaviria, Peter Hellinckx, Juan Felipe Botero, Steven Latré
2021	J	`jnl`	Blockchain-enabled Network Sharing for O-RAN. CoRR Lorenza Giupponi, Francesc Wilhelmi
2021	J	`jnl`	Blockchain-enabled Server-less Federated Learning. CoRR Francesc Wilhelmi, Lorenza Giupponi, Paolo Dini
2021	B	`conf`	Discrete-Time Analysis of Wireless Blockchain Networks. PIMRC Francesc Wilhelmi, Lorenza Giupponi
2021	J	`jnl`	Discrete-Time Analysis of Wireless Blockchain Networks. CoRR Francesc Wilhelmi, Lorenza Giupponi
2021	J	`jnl`	Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs. CoRR Francesc Wilhelmi, David Góez, Paola Soto, Ramon Vallés, Mohammad Alfaifi, Abdulrahman Algunayah, Jorge Martín-Pérez, Luigi Girletti, Rajasekar Mohan, K. Venkat Ramnan, Boris Bellalta
2021	B	`conf`	On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. GLOBECOM Francesc Wilhelmi, Lorenza Giupponi
2021	J	`jnl`	On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. CoRR Francesc Wilhelmi, Lorenza Giupponi
2021	J	`jnl`	Spatial Reuse in IEEE 802.11ax WLANs. Comput. Commun. Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta
2021	J	`jnl`	TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs. CoRR David Nunez, Francesc Wilhelmi, Stefano Avallone, Malcolm Smith, Boris Bellalta
2021	J	`jnl`	Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. IEEE Wirel. Commun. Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta
2020	J	`jnl`	A Flexible Machine-Learning-Aware Architecture for Future WLANs. IEEE Commun. Mag. Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram
2020	J	`jnl`	Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. IEEE Trans. Mob. Comput. Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
2020	J	`jnl`	Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. IEEE Wirel. Commun. Lett. Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
2020	J	`jnl`	Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. CoRR Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta
2019	J	`jnl`	A Flexible Machine Learning-Aware Architecture for Future WLANs. CoRR Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram
2019	J	`jnl`	Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits. Ad Hoc Networks Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz
2019	B	`conf`	Combining Software Defined Networks and Machine Learning to enable Self Organizing WLANs. WiMob Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
2019	—	`conf`	Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. Wireless Days Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis, Boris Bellalta
2019	—	`conf`	On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CSCN Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
2019	J	`jnl`	On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CoRR Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
2019	J	`jnl`	Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. CoRR Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
2019	J	`jnl`	Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs. J. Netw. Comput. Appl. Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Gergely Neu
2019	J	`jnl`	Spatial Reuse in IEEE 802.11ax WLANs. CoRR Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta
2019	J	`jnl`	To overlap or not to overlap: Enabling channel bonding in high-density WLANs. Comput. Networks Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
2018	J	`jnl`	Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. CoRR Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis, Boris Bellalta
2018	J	`jnl`	Machine Learning and Software Defined Networks for High-Density WLANs. CoRR Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
2018	J	`jnl`	Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs. CoRR Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
2018	J	`jnl`	Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs. CoRR Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Boris Bellalta, Anders Jonsson, Gergely Neu
2018	J	`jnl`	To overlap or not to overlap: Enabling Channel Bonding in High Density WLANs. CoRR Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
2017	J	`jnl`	Collaborative Spatial Reuse in Wireless Networks via Selfish Multi-Armed Bandits. CoRR Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz
2017	J	`jnl`	Implications of Decentralized Q-learning Resource Allocation in Wireless Networks. CoRR Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson
2017	B	`conf`	Implications of decentralized Q-learning resource allocation in wireless networks. PIMRC Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson