DocumentCode
805066
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
Volume
32
Issue
3
fYear
1996
fDate
2/1/1996 12:00:00 AM
Firstpage
162
Lastpage
164
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;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19960152
Filename
490771
Link To Document