Aprendizaje profundo por refuerzo aplicado al control de acceso en redes IEEE 802.11.

F Frommel Araújo - 2022 - lareferencia.info
En estos últimos tiempos, las tecnologías de la información y la comunicación, apalancadas
por la masificación en el acceso a internet, han modificado el comercio, la educación, el …

MonFi: A Tool for High-Rate, Efficient, and Programmable Monitoring of WiFi Devices

J Sheth, B Dezfouli - 2021 IEEE Wireless Communications and …, 2021 - ieeexplore.ieee.org
The 802.11 standard, known as WiFi, is currently being used for a wide variety of
applications. The increasing number of WiFi devices, their stringent communication …

Clustering Based User Allocation in 5G Networks

C Bouras, R Kalogeropoulos… - … Symposium on Networks …, 2021 - ieeexplore.ieee.org
Machine learning is an extremely efficient technique for solving complex problems without
the use of traditional programming but rather enabling machines to learn from an input of …

[PDF][PDF] A Survey on Zero Touch Network and Service (ZSM) Management for 5G and Beyond Networks

M Liyanagea, QV Phamb, K Devc… - English, Journal of … - researchgate.net
Faced with the rapid increase in smart Internet-of-Things (IoT) devices and the high demand
for new business-oriented services in the fifth-generation (5G) and beyond network, the …

Performance Prediction in OBSS WLANs Using Machine Learning Approaches

R Mohan, V Satheesh, S Kalkunte… - 2023 First International …, 2023 - ieeexplore.ieee.org
In high-dense deployment of WLANs with very high throughputs in environments like malls,
stadiums, colleges, etc., the throughput achieved by next-generation IEEE 802.11 WLANs is …

Factores tecnológicos y sociales que afectan la implementación de la tecnología 5G en el contexto ecuatoriano

RC Franco Herrera - 2023 - dspace.ups.edu.ec
La tecnología 5G se está implementando en forma gradual en varios países, Ecuador ha
logrado pruebas exitosas y las operadoras de telecomunicaciones son los socios …

[引用][C] Reinforcement learning based coexistence in mixed 802.11 ax and legacy WLANs.

F Frommel Araújo, G Capdehourat, F Larroca - 2023

Responsive spectrum management for wireless local area networks: from heuristic-based policies to model-free reinforcement learning

S Barrachina Muñoz - 2021 - tdx.cat
In this thesis, we focus on the so-called spectrum management's joint problem: efficient
allocation of primary and secondary channels in channel bonding wireless local area …

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 …