Adaptive Modeling of Prediction of Telecommunications Network Throughput Performances in the Domain of Motorway Coverage

Adaptive Modeling of Prediction of Telecommunications Network Throughput Performances in the Domain of Motorway Coverage

The main goal of this paper is to create an adaptive model based on multilayer perceptron (MLP) for prediction of average downlink (DL) data throughput per user and average DL data throughput per cell within an LTE network technology and in a geo-space that includes a segment of the Motorway 9th Jan...

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Bibliographic Details
Main Authors: Milorad K. Banjanin, Mirko Stojčić, Dejan Drajić, Zoran Ćurguz, Zoran Milanović, Aleksandar Stjepanović
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
predictive models
MLP
prediction
throughput
LTE
cell
Online Access:https://www.mdpi.com/2076-3417/11/8/3559

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