Title :
Adaptive propagation modelling using a hybrid neural network technique
Author :
Gschwendtner, B.E. ; Landstorfer, F.M.
Author_Institution :
Inst. fur Hochfrequenztech., Stuttgart Univ., Germany
fDate :
2/1/1996 12:00:00 AM
Abstract :
A hybrid modelling approach for the prediction of terrestrial wave propagation is introduced. It is shown that the use of neural networks leads to highly adaptive models by the simultaneous representation of nonlinear dependencies of various environmental parameters. This flexible and computationally effective approach can be used for calibration and as an extension of conventional prediction models
Keywords :
calibration; modelling; neural nets; radiowave propagation; telecommunication computing; tropospheric electromagnetic wave propagation; adaptive propagation modelling; calibration; environmental parameters; hybrid modelling approach; hybrid neural network technique; prediction models; terrestrial wave propagation;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19960152