A Novel Neural Network Approach for Modeling Wireless Channels

A novel neural network approach is proposed to give a unified method to model the wireless communication channels. Meanwhile, the neural network method is studied based on back propagation algorithms. And simulation results show that the neural network model can track the time-varying characteristic of nonstationary wireless channels very well. When applied to practical wireless communication channels, several unique merits of the modeling method are also demonstrated.