Title :
A Wireless Channel Model Based on Multilayer FNN
Author :
Quan, Liu ; Lin, Lv
Author_Institution :
Sch. of Information Eng., Wuhan Univ. of Technol.
Abstract :
According to the mechanism of feedforward neural network (FNN), this paper describes a wireless communication channels model based on multilayer FNN with improved back propagation (BP) algorithm. And simulation results of this model show that the FNN model can track the time-varying characteristic of nonstationary wireless channels very well. When applied to practical wireless communication channels, several unique merits of this method are also demonstrated
Keywords :
backpropagation; neural nets; telecommunication computing; time-varying channels; wireless channels; back propagation algorithm; feedforward neural network; nonstationary wireless channels; wireless communication channels; Fading; Filters; Frequency; Gaussian processes; Mathematical model; Multi-layer neural network; Neural networks; Nonhomogeneous media; Rayleigh channels; Wireless communication;
Conference_Titel :
Industrial Electronics and Applications, 2006 1ST IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-9513-1
Electronic_ISBN :
0-7803-9514-X
DOI :
10.1109/ICIEA.2006.257138
