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Weighted ABG: A General Framework for Optimal Combination of ABG Path-Loss Propagation Models

Authors :
Carlos Camacho-Gómez
Sancho Salcedo-Sanz
Jose A. Portilla-Figueras
Silvia Jiménez-Fernández
David Casillas-Perez
Source :
IEEE Access, Vol 8, Pp 101758-101769 (2020)
Publication Year :
2020
Publisher :
IEEE, 2020.

Abstract

In this paper we propose a novel path-loss model, the Weighted ABG (WABG), which suitably allows integrating or combine different available datasets, or previously proposed 5G propagation path-loss models from the state-of-the-art. Our proposal is therefore a new ABG-based approach which integrates other existing models, leading to the best possible approximation in least-square sense, considering different weighting policies. We evaluate the performance of the WABG in several 5G scenarios, and we carry out a complete comparison of the proposed method against several recently published ABG models, showing that the WABG obtains the best results in terms of model's accuracy.

Details

Language :
English
ISSN :
21693536
Volume :
8
Database :
OpenAIRE
Journal :
IEEE Access
Accession number :
edsair.doi.dedup.....0757f6da5b5c37898eed562bb9909fdb