Development of a Multilayer Perceptron Neural Network for Optimal Predictive Modeling in Urban Microcellular Radio Environments

Development of a Multilayer Perceptron Neural Network for Optimal Predictive Modeling in Urban Microcellular Radio Environments

Modern cellular communication networks are already being perturbed by large and steadily increasing mobile subscribers in high demand for better service quality. To constantly and reliably deploy and optimally manage such mobile cellular networks, the radio signal attenuation loss between the path l...

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Bibliographic Details
Main Authors: Joseph Isabona, Agbotiname Lucky Imoize, Stephen Ojo, Olukayode Karunwi, Yongsung Kim, Cheng-Chi Lee, Chun-Ta Li
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
path loss models
log-distance models
neural networks models
MLP-based models
optimal predictive modelling
multi-layer perception neural network
Online Access:https://www.mdpi.com/2076-3417/12/11/5713

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https://www.mdpi.com/2076-3417/12/11/5713

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