Artificial intelligence for elastic management and orchestration of 5G networks
DM Gutierrez-Estevez, M Gramaglia… - IEEE wireless …, 2019 - ieeexplore.ieee.org
The emergence of 5G enables a broad set of diversified and heterogeneous services with
complex and potentially conflicting demands. For networks to be able to satisfy those needs …
complex and potentially conflicting demands. For networks to be able to satisfy those needs …
An architecture and performance evaluation framework for artificial intelligence solutions in beyond 5G radio access networks
The evolution of mobile communications towards beyond 5th-generation (B5G) networks is
envisaged to incorporate high levels of network automation. Network automation requires …
envisaged to incorporate high levels of network automation. Network automation requires …
Towards closed-loop automation in 5g open ran: Coupling an open-source simulator with xapps
T Karamplias, ST Spantideas… - 2022 Joint European …, 2022 - ieeexplore.ieee.org
The goal of this paper is to demonstrate the implementation of technological solutions that
will enable the optimization of 5G network resources and services in an automated and self …
will enable the optimization of 5G network resources and services in an automated and self …
Artificial intelligence in vehicular wireless networks: A case study using ns-3
Artificial Intelligence (AI) techniques have emerged as a powerful approach to make
wireless networks more efficient and adaptable. In this paper we present an ns-3 simulation …
wireless networks more efficient and adaptable. In this paper we present an ns-3 simulation …
Scope of machine learning applications for addressing the challenges in next‐generation wireless networks
RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …
makes mobile technology very popular among users. Due to this popularity, there has been …
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 …
Unsupervised machine learning in 6g networks-state-of-the-art and future trends
Wireless communication systems play a very crucial role for business, commercial, health
and safety applications. With the commercial deployment of fifth generation (5G), academic …
and safety applications. With the commercial deployment of fifth generation (5G), academic …
Emerging techniques and applications for 5G networks and beyond
It is predicted that 50 billion devices will be connected to the Internet by 2020, and the
number of mobile-connected devices will exceed 11.5 billion by 2019. These growth …
number of mobile-connected devices will exceed 11.5 billion by 2019. These growth …
[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 …
Toward native artificial intelligence in 6G networks: System design, architectures, and paradigms
The mobile communication system has transformed to be the fundamental infrastructure to
support digital demands from all industry sectors, and 6G is envisioned to go far beyond the …
support digital demands from all industry sectors, and 6G is envisioned to go far beyond the …