In the new algorithm, a time-variant forgetting factor is introduced to estimate the MeanSquare Er-ror (MSE) and change the updating direction of adaptive filter coefficient vector.
Our simulation results show that for high errors correlation case, new estimate is superior over the moment estimate appeared in literature under meansquare error criterion.