Beyond 5G networks bring a new era in system automation, by introducing new and demanding, in terms of Quality of Service (QoS), use cases and applications. Predicting the …
R Blasco, GC Ferrante, C Watermann… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Predictive quality of service will allow next-generation cellular networks to improve the management of the existing services and support more demanding use cases. In this article …
R Hernangómez, A Palaios… - IEEE …, 2024 - ieeexplore.ieee.org
This article presents two wireless measurement campaigns in industrial testbeds: industrial vehicle-to-vehicle (iV2V) and industrial vehicle-to-in-frastructure plus sensor (iV21+), with …
A Palaios, CL Vielhaus, DF Külzer, C Watermann… - IEEE …, 2023 - ieeexplore.ieee.org
As cellular networks evolve towards the 6th generation, machine learning is seen as a key enabling technology to improve the capabilities of the network. Machine learning provides a …
Beyond 5G and 6G networks are expected to support new and challenging use cases and applications that depend on a certain level of Quality of Service (QoS) to operate smoothly …
Network QoS prediction enables campus networks to provide notifications about predicted dynamic QoS changes to the network as well as to interested services or applications, which …
NU Ain, R Hernangómez, A Palaios… - arXiv preprint arXiv …, 2024 - arxiv.org
Reliable wireless communications play an important role in the automotive industry as it helps to enhance current use cases and enable new ones such as connected autonomous …
CL Vielhaus, O Lhamo, JVS Busch… - … Sea Conference on …, 2023 - ieeexplore.ieee.org
Machine learning (ML) equips next-generation networks with anticipatory capabilities. End- to-end predictive Quality of Service (pQoS) leverages ML models to estimate QoS indicators …