Performance analysis of artificial neural networks for predicting propagation losses in suburban environments for 4G LTE and 5G networks

This study analyzes two distinct approaches for predicting path loss at frequencies of 800 MHz, 1800 MHz, and 2600 MHz in suburban areas. These frequencies are commonly utilized in broadcasting, 4G LTE, and 5G networks. Two models of Artificial Neural Networks (ANN) were implemented: an Error-Based...

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Bibliographic Details
Main Authors: Bruno Jácome Cavalcanti, Gustavo Araújo Cavalcante, Laércio Martins de Mendonça
Format: Article
Language:English
Published: Instituto Federal de Educação, Ciência e Tecnologia da Paraíba 2025-04-01
Series:Revista Principia
Subjects:
Online Access:https://periodicos.ifpb.edu.br/index.php/principia/article/view/8532
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