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Cluster analysis preprocessor for path loss modelling using neural networks

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2 Author(s)
Zhou, Q. ; Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong ; Lai, A.K.Y.

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

Published in:

Electronics Letters  (Volume:31 ,  Issue: 22 )

Date of Publication:

26 Oct 1995

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