Marco Sousa

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Wireless Networks

Propagation Model

Video Streaming

Sufficiently High

Top Venues

Publications

Luis A. Mata, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
A Machine Learning Driven Methodology for Alarm Prediction Towards Self-Healing in Wireless Networks. WTS (2024)
Luis A. Mata, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
On the Use of Spatial Graphs for Performance Degradation Root-Cause Analysis Toward Self-Healing Mobile Networks. IEEE Access 12 (2024)
Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
Towards the use of Unsupervised Causal Learning in Wireless Networks Operation. J. King Saud Univ. Comput. Inf. Sci. 35 (9) (2023)
Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
An Ubiquitous 2.6 GHz Radio Propagation Model for Wireless Networks Using Self-Supervised Learning From Satellite Images. IEEE Access 10 (2022)
Francisco Jesus, Marco Sousa, Filipe Freitas, Pedro Vieira, António Rodrigues, Maria Paula Queluz
Evaluating 5G Coverage in 3D Scenarios under Configurable Antenna Beam Patterns. WPMC (2021)
Marco Sousa, André Alves, Pedro Vieira, Maria Paula Queluz, António Rodrigues
Analysis and Optimization of 5G Coverage Predictions Using a Beamforming Antenna Model and Real Drive Test Measurements. IEEE Access 9 (2021)
André Alves, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
A New 3D Beamforming Antenna Model for 5G Propagation Modeling based on Real Data. WPMC (2020)
B. Marques, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
Automated Joint Access and Backhaul Planning for 5G Millimeter-Wave Small Cell Networks. WPMC (2020)
D. Moura, Marco Sousa, Pedro Vieira, António Rodrigues, Maria Paula Queluz
A No-Reference Video Streaming QoE Estimator based on Physical Layer 4G Radio Measurements. WCNC (2020)
G. Jales, Marco Sousa, P. Vieiral
Optimizing the 4G Mobility Strategy after Diagnosing Network Sub-Performance Areas. WPMC (2019)
R. Santos, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
An Unsupervised Learning Approach for Performance and Configuration Optimization of 4G Networks. WCNC (2019)
V. Pedras, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
A no-reference user centric QoE model for voice and web browsing based on 3G/4G radio measurements. WCNC (2018)
V. Pedras, Marco Sousa, Pedro Vieira, Maria Paula Queluz, António Rodrigues
Antenna tilt optimization using a novel QoE model based on 3G radio measurements. WPMC (2017)
Marco Sousa, André Martins, Pedro Vieira
Tracking Down High Interference and Low Coverage in 3G/4G Radio Networks Using Automatic RF Measurement Extraction. ICETE (Selected Papers) (2016)
Marco Sousa, A. Martins, Pedro Vieira
Self-Diagnosing Low Coverage and High Interference in 3G/4G Radio Access Networks based on Automatic RF Measurement Extraction. WINSYS (2016)