Irene Vilà

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Resource Management

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

Publications

Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Elli Kartsakli, Ömer Faruk Tuna, Swarup Kumar Mohalik, Xin Tao
Towards Trustworthy Reinforcement Learning-based Resource Management in Beyond 5G. EuCNC/6G Summit (2024)
Olga Ruiz, Juan Sánchez-González, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà
Space and time user distribution measurements dataset in a university campus. Comput. Networks 243 (2024)
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
Deep Learning-Based Algorithm for Optimizing Relay User Equipment Activation in 5G Cellular Networks. IEEE Trans. Veh. Technol. 73 (3) (2024)
Bruno Missi Xavier, Merim Dzaferagic, Irene Vilà, Magnos Martinello, Marco Ruffini
Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN. CoRR (2024)
Irene Vilà, Oriol Sallent, Jordi Pérez-Romero
On the Design of a Network Digital Twin for the Radio Access Network in 5G and Beyond. Sensors 23 (3) (2023)
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
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 (2023)
Irene Vilà, Oriol Sallent, Jordi Pérez-Romero
On the Implementation of a Reinforcement Learning-based Capacity Sharing Algorithm in O-RAN. GLOBECOM (Workshops) (2022)
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
Impact Analysis of Training in Deep Reinforcement Learning-based Radio Access Network Slicing. CCNC (2022)
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
A Deep Q Network-Based Multi-connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems. AIAI Workshops (2022)
Irene Vilà, Oriol Sallent, Jordi Pérez-Romero
On the Implementation of a Reinforcement Learning-based Capacity Sharing Algorithm in O-RAN. CoRR (2022)
Juan Jesús Hernández-Carlón, Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Ferran Casadevall
A Deep Q-Network-Based Algorithm for Multi-Connectivity Optimization in Heterogeneous Cellular-Networks. Sensors 22 (16) (2022)
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
A Multi-Agent Reinforcement Learning Approach for Capacity Sharing in Multi-Tenant Scenarios. IEEE Trans. Veh. Technol. 70 (9) (2021)
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
Evaluation of a Multi-cell and Multi-tenant Capacity Sharing Solution under Heterogeneous Traffic Distributions. VTC Spring (2021)
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
Characterization of Radio Access Network Slicing Scenarios With 5G QoS Provisioning. IEEE Access 8 (2020)
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert
A Novel Approach for Dynamic Capacity Sharing in Multi-tenant Scenarios. PIMRC (2020)
Jordi Pérez-Romero, Irene Vilà, Oriol Sallent, Begoña Blanco, Aitor Sanchoyerto, Ruben Solozabal, Fidel Liberal
Supporting Mission Critical Services through Radio Access Network Slicing. ICT-DM (2019)
Irene Vilà, Jordi Pérez-Romero, Oriol Sallent, Anna Umbert, Ramon Ferrús
Performance Measurements-Based Estimation of Radio Resource Requirements for Slice Admission Control. VTC Fall (2019)
Irene Vilà, Oriol Sallent, Anna Umbert, Jordi Pérez-Romero
An Analytical Model for Multi-Tenant Radio Access Networks Supporting Guaranteed Bit Rate Services. IEEE Access 7 (2019)
Katerina Koutlia, Anna Umbert, Roberto Riggio, Irene Vilà, Ferran Casadevall
A new RAN slicing strategy for multi-tenancy support in a WLAN scenario. NetSoft (2018)
Irene Vilà, Oriol Sallent, Anna Umbert, Jordi Pérez-Romero
Guaranteed Bit Rate Traffic Prioritisation and Isolation in Multi-tenant Radio Access Networks. CAMAD (2018)