Abstract—We propose a new equalization technique based on nonlinear Hammerstein type filters to mitigate the intersymbol interference (ISI) effect. This technique is a nonlinear generalization of the linear equalizer. In the present work, linear frequency selective fading channels in presence of additive white gaussian noise are considered and BPSK modulation is employed. Comparison of the simulation results based on our proposed technique with the results obtained when linear equalizer is employed, shows that our technique leads to a considerably better BER performance at moderate and higher SNRs. We also show that our method presents a better MSE estimator than the linear structure

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