Proposition for Path Loss Prediction Models with the Inclusion of Altitude Parameter and Optimization Through Evolutionary Algorithms

Proposition for Path Loss Prediction Models with the Inclusion of Altitude Parameter and Optimization Through Evolutionary Algorithms

Abstract In this paper, it is presented a general optimization methodology for improving empirical models predicting Okumura-Hata, Cost-231, ECC-33, and Egli using Genetic and Differential Evolution Algorithms. The methodology was tested using georeferenced signal power samples from Uberlândia, Braz...

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Bibliographic Details
Main Authors: Evandro M. Jorge Júnior, Antônio C. P. Veiga
Format: Article
Language:English
Published: Sociedade Brasileira de Microondas e Optoeletrônica; Sociedade Brasileira de Eletromagnetismo 2025-02-01
Series:Journal of Microwaves, Optoelectronics and Electromagnetic Applications
Subjects:
Differential Evolution
Genetic Algorithm
Path Loss
Telecommunication.
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742025000100201&lng=en&tlng=en
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