Personal information

Keywords

Machine learning, Radio Access Networks, Self-Organizing Networks

Biography

I received my B.S. degree in Telecommunication Systems Engineering and my Master's Degree in Telecommunication Engineering from the University of Málaga, Spain, in 2016 and 2018, respectively. Currently, I am working towards the Ph.D. degree. Myresearch interests include self-organizing networks, machine learning and radio resource management.

Activities

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Employment (1)

Universidad de Málaga: Málaga, Málaga, ES

2018 to present | Contrato Formación de Profesorado Universitario (FPU) (Dpto. Ingeniería de Comunicaciones)
Employment
Source: Self-asserted source
Carolina Gijón

Education and qualifications (3)

Universidad de Málaga Facultad de Ciencias: Malaga, ES

2018 to 2023 | Doctorado en Ingeniería de Telecomunicación (ETS Ingeniería de Telecomunicación)
Education
Source: Self-asserted source
Carolina Gijón

Universidad de Málaga: Málaga, Málaga, ES

2016 to 2018 | Máster en Ingeniería de Telecomunicación (ETS Ingeniería de Telecomunicación)
Education
Source: Self-asserted source
Carolina Gijón

Universidad de Málaga: Málaga, Málaga, ES

2012 to 2016 | Grado en Ingeniería de Sistemas de Telecomunicación (ETS Ingeniería de Telecomunicación)
Education
Source: Self-asserted source
Carolina Gijón

Works (15)

Anomaly Detection in High Mobility MDT Traces Through Self-Supervised Learning

IEEE Open Journal of Vehicular Technology
2025 | Journal article
DOI: 10.1109/OJVT.2024.3524057
Contributors: J. M. Sánchez-Martín; C. Gijón; M. Toril; S. Luna-Ramírez; V. Wille
Source: check_circle
Crossref

SLA-Driven Traffic Steering in B5G Systems With Network Slicing

IEEE Transactions on Vehicular Technology
2024-08 | Journal article
DOI: 10.1109/TVT.2024.3375112
Contributors: Carolina Gijón; Toktam Mahmoodi; Matías Toril; Salvador Luna-Ramírez; Juan L. Bejarano-Luque
Source: check_circle
Crossref

On the Improvement of Cellular Coverage Maps by Filtering MDT Measurements

IEEE Transactions on Mobile Computing
2023-07-01 | Journal article
DOI: 10.1109/TMC.2022.3142740
Contributors: Joaquín M. Sánchez-Martín; Matías Toril; Volker Wille; Carolina Gijón; Mariano Fernández-Navarro
Source: check_circle
Crossref

Data-Driven Estimation of Throughput Performance in Sliced Radio Access Networks via Supervised Learning

IEEE Transactions on Network and Service Management
2023-06 | Journal article
DOI: 10.1109/TNSM.2022.3208336
Contributors: Carolina Gijón; Matías Toril; Salvador Luna-Ramírez
Source: check_circle
Crossref

A Deep-Learning Model for Estimating the Impact of Social Events on Traffic Demand on a Cell Basis

IEEE Access
2021 | Journal article
DOI: 10.1109/access.2021.3078113
Part of ISSN: 2169-3536
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

Content Matters: Clustering Web Pages for QoE Analysis With WebCLUST

IEEE Access
2021 | Journal article
DOI: 10.1109/access.2021.3110370
Part of ISSN: 2169-3536
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

A Service-Centric Q-Learning Algorithm for Mobility Robustness Optimization in LTE

IEEE Transactions on Network and Service Management
2021-09 | Journal article
DOI: 10.1109/tnsm.2021.3073244
Part of ISSN: 1932-4537
Part of ISSN: 2373-7379
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

Long-Term Data Traffic Forecasting for Network Dimensioning in LTE with Short Time Series

Electronics
2021-05 | Journal article | Author
DOI: 10.3390/electronics10101151
Contributors: Carolina Gijón; Matías Toril; Salvador Luna-Ramirez; María Luisa Marí-Altozano; Jose Maria Ruiz Aviles
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Data-Driven Construction of User Utility Functions from Radio Connection Traces in LTE

Electronics
2021-03 | Journal article | Author
DOI: 10.3390/electronics10070829
Contributors: Antonio Jesús García; Carolina Gijón; Matías Toril; Salvador Luna-Ramirez
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Self-Tuning Algorithm for Optimal QoE-Driven Traffic Steering in LTE

IEEE Access
2020 | Journal article
DOI: 10.1109/access.2020.3019281
Part of ISSN: 2169-3536
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

Encrypted Traffic Classification Based on Unsupervised Learning in Cellular Radio Access Networks

IEEE Access
2020 | Journal article
DOI: 10.1109/access.2020.3022980
Part of ISSN: 2169-3536
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

Estimating Pole Capacity From Radio Network Performance Statistics by Supervised Learning

IEEE Transactions on Network and Service Management
2020-12 | Journal article
DOI: 10.1109/tnsm.2020.3031333
Part of ISSN: 1932-4537
Part of ISSN: 2373-7379
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

A data-driven scheduler performance model for QoE assessment in a LTE radio network planning tool

Computer Networks
2020-05 | Journal article
DOI: 10.1016/j.comnet.2020.107186
Part of ISSN: 1389-1286
Source: Self-asserted source
Carolina Gijón

A QoE-Driven Traffic Steering Algorithm for LTE Networks

IEEE Transactions on Vehicular Technology
2019-11 | Journal article
DOI: 10.1109/tvt.2019.2941237
Part of ISSN: 0018-9545
Part of ISSN: 1939-9359
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎

A Data-Driven Traffic Steering Algorithm for Optimizing User Experience in Multi-Tier LTE Networks

IEEE Transactions on Vehicular Technology
2019-10 | Journal article
DOI: 10.1109/tvt.2019.2933068
Part of ISSN: 0018-9545
Part of ISSN: 1939-9359
Source: Self-asserted source
Carolina Gijón
grade
Preferred source (of 2)‎
How many people are using ORCID?