A Hybrid Path Loss Prediction Model based on Artificial Neural Networks using Empirical Models for LTE And LTE-A at 800 MHz and 2600 MHz

Abstract This article presents the analysis of a hybrid, error correction-based, neural network model to predict the path loss for suburban areas at 800 MHz and 2600 MHz, obtained by combining empirical propagation models, ECC-33, Ericsson 9999, Okumura Hata, and 3GPP's TR 36.942, with a feedfo...

Full description

Bibliographic Details
Main Author: Cavalcanti,Bruno J. (author)
Other Authors: Cavalcante,Gustavo A. (author), Mendonça,Laércio M. de (author), Cantanhede,Gabriel M. (author), Oliveira,Marcelo M.M. de (author), D’Assunção,Adaildo G. (author)
Format: article
Language:eng
Published: 2017
Subjects:
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742017000300708
Country:Brazil
Oai:oai:scielo:S2179-10742017000300708