Marco Sousa

According to our database, Marco Sousa authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

On the Use of Spatial Graphs for Performance Degradation Root-Cause Analysis Toward Self-Healing Mobile Networks.

Luis A. Mata, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

IEEE Access, 2024

A Machine Learning Driven Methodology for Alarm Prediction Towards Self-Healing in Wireless Networks.

Luis A. Mata, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the Wireless Telecommunications Symposium, 2024

2023

Towards the use of Unsupervised Causal Learning in Wireless Networks Operation.

Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

J. King Saud Univ. Comput. Inf. Sci., October, 2023

Enhancing Robustness for Automated Mobile Network Optimization by Uncovering Causal Relationships.

Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the 19th International Symposium on Wireless Communication Systems, 2023

2022

An Ubiquitous 2.6 GHz Radio Propagation Model for Wireless Networks Using Self-Supervised Learning From Satellite Images.

Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

IEEE Access, 2022

2021

Analysis and Optimization of 5G Coverage Predictions Using a Beamforming Antenna Model and Real Drive Test Measurements.

Marco Sousa, André Alves, Pedro Vieira, Maria Paula Queluz, António Rodrigues

IEEE Access, 2021

Evaluating 5G Coverage in 3D Scenarios under Configurable Antenna Beam Patterns.

Francisco Jesus, Marco Sousa, Filipe Freitas, Pedro Vieira, António Rodrigues, Maria Paula Queluz

Proceedings of the 24th International Symposium on Wireless Personal Multimedia Communications, 2021

2020

Automated Joint Access and Backhaul Planning for 5G Millimeter-Wave Small Cell Networks.

B. Marques, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the 23rd International Symposium on Wireless Personal Multimedia Communications, 2020

A New 3D Beamforming Antenna Model for 5G Propagation Modeling based on Real Data.

André Alves, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the 23rd International Symposium on Wireless Personal Multimedia Communications, 2020

A No-Reference Video Streaming QoE Estimator based on Physical Layer 4G Radio Measurements.

D. Moura, Marco Sousa, Pedro Vieira, António Rodrigues, Maria Paula Queluz

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

2019

Optimizing the 4G Mobility Strategy after Diagnosing Network Sub-Performance Areas.

G. Jales, Marco Sousa, P. Vieiral

Proceedings of the 22nd International Symposium on Wireless Personal Multimedia Communications, 2019

An Unsupervised Learning Approach for Performance and Configuration Optimization of 4G Networks.

Rui Miguel Maia Santos, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

2018

A no-reference user centric QoE model for voice and web browsing based on 3G/4G radio measurements.

V. Pedras, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

2017

Antenna tilt optimization using a novel QoE model based on 3G radio measurements.

V. Pedras, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues

Proceedings of the 20th International Symposium on Wireless Personal Multimedia Communications, 2017

2016

Self-Diagnosing Low Coverage and High Interference in 3G/4G Radio Access Networks based on Automatic RF Measurement Extraction.

Marco Sousa, A. Martins, Pedro Vieira

Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (ICETE 2016), 2016

Tracking Down High Interference and Low Coverage in 3G/4G Radio Networks Using Automatic RF Measurement Extraction.

Marco Sousa, André Martins, Pedro Vieira

Proceedings of the E-Business and Telecommunications - 13th International Joint Conference, 2016