title: A complex valued radial basis function network for equalization of fast time varying channels.
abstract: This paper presents a complex valued radial basis function (RBF) network for equalization of fast time varying channels. A new method for calculating the centers of the RBF network is given. The method allows fixing the number of RBF centers even as the equalizer order is increased so that a good performance is obtained by a high-order RBF equalizer with small number of centers. 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 estimator and a MLSE implemented by the Viterbi algorithm. The results show that the RBF equalizer produces superior performance with less computational complexity.
authors.forename: Q
authors.initials: Q
authors.lastname: Gan
authors.forename: P
authors.initials: P
authors.lastname: Saratchandran
authors.forename: N
authors.initials: N
authors.lastname: Sundararajan
authors.forename: K R
authors.initials: KR
authors.lastname: Subramanian