Title :
Cluster analysis preprocessor for path loss modelling using neural networks
Author :
Zhou, Q. ; Lai, A.K.Y.
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
fDate :
10/26/1995 12:00:00 AM
Abstract :
The neural networks technique is applied to model path loss of indoor radio propagation. Cluster analysis is employed as a preprocessor to simplify the characterisation of the complicated indoor environment. Simulation results demonstrate that this method is feasible, resulting in a substantial reduction of data input requirement
Keywords :
feedforward neural nets; indoor radio; multipath channels; pattern recognition; radiowave propagation; telecommunication computing; cluster analysis preprocessor; indoor radio propagation; neural networks; path loss modelling;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19951330
