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 :
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