Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks
F Wilhelmi Roca, M Carrascosa Sàez… - … , 2021, 28 (1): 160-6, 2021 - openaccess.uoc.edu
Without any doubt, Machine Learning (ML) will be an important driver of future
communications due to its foreseen performance when applied to complex problems …
communications due to its foreseen performance when applied to complex problems …
Usage of network simulators in machine-learning-assisted 5G/6G networks
Without any doubt, Machine Learning (ML) will be an important driver of future
communications due to its foreseen performance when applied to complex problems …
communications due to its foreseen performance when applied to complex problems …
A flexible machine-learning-aware architecture for future WLANs
F Wilhelmi, S Barrachina-Muñoz… - IEEE …, 2020 - ieeexplore.ieee.org
Lots of hopes have been placed on machine learning (ML) as a key enabler of future
wireless networks. By taking advantage of large volumes of data, ML is expected to deal with …
wireless networks. By taking advantage of large volumes of data, ML is expected to deal with …
A Flexible Machine Learning-Aware Architecture for Future WLANs
F Wilhelmi Roca, S Barrachina-Munoz… - … Magazine, vol. 58 …, 2020 - openaccess.uoc.edu
Lots of hopes have been placed in Machine Learning (ML) as a key enabler of future
wireless networks. By taking advantage of the large volumes of data generated by networks …
wireless networks. By taking advantage of the large volumes of data generated by networks …
Accordion: A communication-aware machine learning framework for next generation networks
F Ayed, A De Domenico… - IEEE …, 2023 - ieeexplore.ieee.org
In this article, we advocate for the design of ad hoc artificial intelligence (AI)/machine
learning (ML) models to facilitate their usage in future smart infrastructures based on …
learning (ML) models to facilitate their usage in future smart infrastructures based on …
Learning from large-scale commercial networks: Challenges and knowledge extraction towards machine learning use cases
R Zhohov, A Palaios, P Geuer - Proceedings of the 1st Workshop on 5G …, 2021 - dl.acm.org
Machine Learning (ML) algorithms are proposed to replace conventional algorithms in the
area of wireless networking. Many of the suggested algorithms are often based on …
area of wireless networking. Many of the suggested algorithms are often based on …
Artificial intelligence for 6G networks: Technology advancement and standardization
With the deployment of 5G networks, standards organizations have started working on the
design phase for 6G networks. 6G networks will be immensely complex, requiring more …
design phase for 6G networks. 6G networks will be immensely complex, requiring more …
[图书][B] White Paper on Machine Learning in 6G Wireless Communication Networks: 6G Research Visions, No. 7, 2020
This white paper discusses various topics, advances, and projections regarding machine
learning (ML) in wireless communications. Sixth generation (6G) wireless communications …
learning (ML) in wireless communications. Sixth generation (6G) wireless communications …
[PDF][PDF] Machine Learning in Beyond 5G/6G Networks—State-of-the-Art and Future Trends. Electronics 2021, 10, 2786
Artificial Intelligence (AI) and especially Machine Learning (ML) can play a very important
role in realizing and optimizing 6G network applications. In this paper, we present a brief …
role in realizing and optimizing 6G network applications. In this paper, we present a brief …
A Joint Industrial-Network Simulator for Leveraging Automation in 5G Private Networks
The combination of emerging industrial technologies and 5G communication networks will
enable new exciting applications, such as human-robot interaction, collaborative robots and …
enable new exciting applications, such as human-robot interaction, collaborative robots and …