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Indoor Genetic Algorithm-Based 5G Network Planning Using a Machine Learning Model for Path Loss Estimation

Accurate wireless network planning is crucial for the deployment of new wireless services. This usually requires the consecutive evaluation of many candidate solutions, which is only feasible for simple path loss models, such as one-slope models or multi-wall models. However, such path loss models a...

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Principais autores: Yosvany Hervis Santana, Rodney Martinez Alonso, Glauco Guillen Nieto, Luc Martens, Wout Joseph, David Plets
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
coleção:Applied Sciences
Assuntos:
5G
genetic algorithm
indoor environment
machine learning
network planning
path loss
Acesso em linha:https://www.mdpi.com/2076-3417/12/8/3923
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