A complex valued radial basis function network for equalization of fast time varying channels

This paper presents a complex valued radial basis function (RBF) network fo r equalization of fast time varying channels. A new method for calculating the centers of the REP network is given. The method allows fixing the numbe r of RBF centers even as the equalizer order is increased so that a good pe rformance is obtained by a high-order RBF equalizer with small number of ce nters, Simulations are performed on time varying channels using a Rayleigh fading channel model to compare the performance of our RBF with an adaptive maximum-likelihood sequence estimator (MLSE) consisting of a channel estim ator and a MLSE implemented by the Viterbi algorithm. The results show that the RBF equalizer produces superior performance with less computational co mplexity.