Network Selection over 5G-Advanced Heterogeneous Networks Based on Federated Learning and Cooperative Game Theory
5G-Advanced and Beyond claims a 3D ecosystem with cooperation between terrestrial and
non-terrestrial networks to achieve seamless coverage, improve capacity, and enable …
non-terrestrial networks to achieve seamless coverage, improve capacity, and enable …
Enhancing Transportation Management in Marine Internet of Vessels: A 5G Broadcasting-Centric Framework Leveraging Federated Learning
The Maritime Internet of Things (MIoT) consists of offshore equipment such as ships,
consoles, and base stations, which are used for maritime information sharing to assist …
consoles, and base stations, which are used for maritime information sharing to assist …
Multimedia Classification via Tensor Linear Discriminant Analysis
Linear discriminant analysis (LDA) is a well-known feature-extraction technique for data
analytic and pattern classification. As the dimensionality of multimedia data has increased in …
analytic and pattern classification. As the dimensionality of multimedia data has increased in …
Smart radio access selection and slice allocation for differentiated traffic management over 6G heterogeneous networks
CC González, M Murroni - Proceedings of the 15th ACM Multimedia …, 2024 - dl.acm.org
The upcoming 6G systems will represent a complete paradigm shift for global
communications, claiming a three-dimensional (3D) ecosystem with terrestrial and non …
communications, claiming a three-dimensional (3D) ecosystem with terrestrial and non …
A QoE-based Energy-aware Resource Allocation Solution for 5G Heterogeneous Networks
The increasing demand for quality from multimedia service users is very often addressed by
adding more resources (bandwidth and processing power). However, not always does this …
adding more resources (bandwidth and processing power). However, not always does this …
Machine Learning-based Multicasting Radio Resource Management over 6G O-RAN Framework
 The upcoming 6G will represent a complete paradigm shift for global communications.
Addressing the critical research verticals toward the envisioned 2030 will require a …
Addressing the critical research verticals toward the envisioned 2030 will require a …
Beyond 5G Multicast for XR Communications aided by Pre-computed Multi-beams and NOMA
Beyond fifth-generation (B5G) has the potential to revolutionize communications by bridging
the gap between the physical and virtual worlds. With the integration of extended reality …
the gap between the physical and virtual worlds. With the integration of extended reality …
Exploiting the benefits of in-band D2D communications for 5G-MBS use cases
A Collu, EF Pupo, CC González… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
For the upcoming 5G systems and beyond (5G/B5G), the multicast broadcast services (5G-
MBS) capability is one of the most appealing use cases. The effective integration of Point-to …
MBS) capability is one of the most appealing use cases. The effective integration of Point-to …
Federated Learning-based Unicast/Multicast Service Delivery over 6G O-RAN Framework
The path toward the envisioned International Mobile Telecommunications (IMT)-2030
requires seamless terrestrial and non-terrestrial networks (TNs-NTNs) convergence and …
requires seamless terrestrial and non-terrestrial networks (TNs-NTNs) convergence and …
Multi-rate Multicasting Over Fixed Pre-Computed MIMO Beams
EF Pupo, CC González… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The next realm of multimedia services will be characterized by immersive communications
blurring the boundaries between the real and virtual worlds. In bandwidth-demanding …
blurring the boundaries between the real and virtual worlds. In bandwidth-demanding …