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Irene Vilà
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 17
Top Topics
Access Network
Top Venues
CoRR
Sensors
IEEE Access
NetSoft
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Publications
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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)