Irene Vilà

28 papers B 2Misc 2Journal 10Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Digital Twin as a Service for 6G Radio Access Networks: Functional Model and Key Challenges.
ICT
David Campoy, Irene Vilà, Jordi Pérez-Romero, Oriol Sallent
2025 Misc conf
ReLVaaS: Verification-as-a-Service to Analyze Trustworthiness of RL-based Solutions in 6G Networks.
COMSNETS
Xin Tao, Irene Vilà, Swarup Kumar Mohalik, Jordi Pérez-Romero, Oriol Sallent
2024 J jnl
A Transfer Reinforcement Learning Approach for Capacity Sharing in Beyond 5G Networks.
Future Internet
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent
2024 Misc conf
Advanced Edge Computing Architecture for AI-Driven Automation and Slicing in Beyond 5G.
UCC
Elli Kartsakli, Oriol Salient, Joan Pujol Roig, Jordi Pérez-Romero, Irene Vilà, Nikolaos G. Bartzoudis, Utku Gülen, Semiha Kosu, Oluwatayo Y. Kolawole, Xin Tao, Swarup Kumar Mohalik, Angelos Antonopoulos, Charalampos Kalalas, Eduardo Quiñones
2024 — conf
Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN.
ICC
Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini
2024 J jnl
Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN.
CoRR
Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini
2024 J jnl
Deep Learning-Based Algorithm for Optimizing Relay User Equipment Activation in 5G Cellular Networks.
IEEE Trans. Veh. Technol.
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
2024 — conf
On the Deployment of an AI-driven Power Control Mechanism for D-MIMO in Beyond 5G Scenarios.
CSCN
Jordi Pérez-Romero, Ömer Faruk Tuna, Oriol Sallent, Nikolaos G. Bartzoudis, Elli Kartsakli, Oluwatayo Y. Kolawole, Irene Vilà, Maria A. Serrano, Utku Gülen
2024 J jnl
Space and time user distribution measurements dataset in a university campus.
Comput. Networks
Olga Ruiz, Juan Sánchez-González, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà
2024 — conf
Towards Trustworthy Reinforcement Learning-based Resource Management in Beyond 5G.
EuCNC/6G Summit
Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Elli Kartsakli, Ömer Faruk Tuna, Swarup Kumar Mohalik, Xin Tao
2023 J jnl
On the Design of a Network Digital Twin for the Radio Access Network in 5G and Beyond.
Sensors
Irene Vilà, Oriol Sallent, Jordi Pérez-Romero
2023 — conf
On the Detection and Solution of Coverage Holes in 5G Networks through Relay User Equipment: a combined DBSCAN and Deep-Q Network Approach.
VTC2023-Spring
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
2022 — conf
A Deep Q Network-Based Multi-connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems.
AIAI (Workshops)
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
2022 J jnl
A Deep Q-Network-Based Algorithm for Multi-Connectivity Optimization in Heterogeneous Cellular-Networks.
Sensors
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
2022 — conf
Deep Learning-based Multi-Connectivity Optimization in Cellular Networks.
VTC Spring
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Fernando Casadevall
2022 — conf
Impact Analysis of Training in Deep Reinforcement Learning-based Radio Access Network Slicing.
CCNC
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
2022 — conf
NMF for Quality Control of Multi-modal Retinal Images for Diagnosis of Diabetes Mellitus and Diabetic Retinopathy.
IWBBIO (1)
Anass Benali, Laura Carrera, Ann Christin, Ruben Martín, Anibal Alé, Marina Barraso, Carolina Bernal, Sara Marín, Silvia Feu, Josep Rosinés, Teresa Hernandez, Irene Vilà, Cristian Oliva, Irene Vinagre, Emilio Ortega, Marga Giménez, Enric Esmatjes, Javier Zarranz-Ventura, Enrique Romero, Alfredo Vellido
2022 — conf
On the Implementation of a Reinforcement Learning-based Capacity Sharing Algorithm in O-RAN.
GLOBECOM (Workshops)
Irene Vilà, Oriol Sallent, Jordi Pérez-Romero
2022 J jnl
On the Implementation of a Reinforcement Learning-based Capacity Sharing Algorithm in O-RAN.
CoRR
Irene Vilà, Oriol Sallent, Jordi Pérez-Romero
2021 J jnl
A Multi-Agent Reinforcement Learning Approach for Capacity Sharing in Multi-Tenant Scenarios.
IEEE Trans. Veh. Technol.
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
2021 — conf
Evaluation of a Multi-cell and Multi-tenant Capacity Sharing Solution under Heterogeneous Traffic Distributions.
VTC Spring
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
2020 B conf
A Novel Approach for Dynamic Capacity Sharing in Multi-tenant Scenarios.
PIMRC
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
2020 J jnl
Characterization of Radio Access Network Slicing Scenarios With 5G QoS Provisioning.
IEEE Access
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
2019 J jnl
An Analytical Model for Multi-Tenant Radio Access Networks Supporting Guaranteed Bit Rate Services.
IEEE Access
Irene Vilà, Oriol Sallent, Anna Umbert, Jordi Pérez-Romero
2019 — conf
Performance Measurements-Based Estimation of Radio Resource Requirements for Slice Admission Control.
VTC Fall
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert, Ramon Ferrús
2019 — conf
Supporting Mission Critical Services through Radio Access Network Slicing.
ICT-DM
Jordi Pérez-Romero, Irene Vilà, Oriol Sallent, Begoña Blanco, Aitor Sanchoyerto, Ruben Solozabal, Fidel Liberal
2018 B conf
A new RAN slicing strategy for multi-tenancy support in a WLAN scenario.
NetSoft
Katerina Koutlia, Anna Umbert, Roberto Riggio, Irene Vilà, Ferran Casadevall
2018 — conf
Guaranteed Bit Rate Traffic Prioritisation and Isolation in Multi-tenant Radio Access Networks.
CAMAD
Irene Vilà, Oriol Sallent, Anna Umbert, Jordi Pérez-Romero