Modeling by optimal artificial neural networks the prediction of propagation path loss in urban environments

SP Sotiroudis, SK Goudos, KA Gotsis… - 2013 IEEE-APS …, 2013 - ieeexplore.ieee.org
In this paper we present an alternative procedure for the prediction of propagation path loss
in urban environments, which is based on Artificial Neural Networks (ANN). The goal of this …

Optimal artificial neural network design for propagation path-loss prediction using adaptive evolutionary algorithms

SP Sotiroudis, SK Goudos, KA Gotsis… - 2013 7th European …, 2013 - ieeexplore.ieee.org
In this paper we present an alternative procedure for the prediction of propagation path loss
in urban environments, which is based on Artificial Neural Networks (ANN). The size of a …

Application of a composite differential evolution algorithm in optimal neural network design for propagation path-loss prediction in mobile communication systems

SP Sotiroudis, SK Goudos, KA Gotsis… - IEEE Antennas and …, 2013 - ieeexplore.ieee.org
In this letter, we present an alternative procedure for the prediction of propagation path loss
in urban environments, which is based on artificial neural networks (ANNs). The correct …

Feed forward neural networks for path loss prediction in urban environment

G Cerri, M Cinalli, F Michetti… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
Feed forward neural networks for path loss prediction in urban environment Page 1 IEEE
TRANSACTIONS ON ANTENNAS AND PROPAGATION, VOL. 52, NO. 11, NOVEMBER …

Mobile radio propagation path loss prediction using artificial neural networks with optimal input information for urban environments

SP Sotiroudis, K Siakavara - AEU-International Journal of Electronics and …, 2015 - Elsevier
The propagation of radio waves in a built-up area is of great importance for the design of a
mobile communication network and the Path Loss (PL) of the transmitted power is one of the …

ANN prediction models for outdoor environment

I Popescu, D Nikitopoulos… - 2006 IEEE 17th …, 2006 - ieeexplore.ieee.org
This paper presents the results of our studies concerning the applications of feedforward
artificial neural networks to the propagation path loss prediction in outdoor environment. An …

[PDF][PDF] A neural network approach to the prediction of the propagation path-loss for mobile communications systems in urban environments

SP Sotiroudis, K Siakavara, JN Sahalos - Piers Online, 2007 - academia.edu
This paper presents an alternative procedure for the prediction of propagation path loss in
urban environments. It is based on Neural Network (NN) algorithms and uses the detailed …

[引用][C] Fast neural network method for propagation loss prediction in urban environments

R Fraile, N Cardona - Electronics Letters, 1997 - IET
Fast neural network method for propagation loss prediction in urban environments Page 1
ELECTRONICS LETTERS 20th November 1997 Vol. 33 No. 24 Fast neural network method …

[PDF][PDF] Prediction of outdoor propagation path loss with neural networks

I Popescu, I Nafornita, P Constantinou, A Kanatas… - Informatica, 1999 - researchgate.net
This paper presents a neural network approach to the prediction of the propagation path
loss for mobile communication systems in urban environment. Neural models are designed …

Influence of training set selection in artificial neural network‐based propagation path loss predictions

I Fernandez Anitzine, JA Romo Argota… - … Journal of Antennas …, 2012 - Wiley Online Library
This paper analyzes the use of artificial neural networks (ANNs) for predicting the received
power/path loss in both outdoor and indoor links. The approach followed has been a …