Data selection with set-membership affine projection algorithm
In this paper, the set-membership affine projection (SM-AP) algorithm is utilized to censor non-informative data in big data applications.To this end, the probability distribution of the additive noise signal and the excess of mean-squared error (EMSE) in steady-state are employed in order to estimate the threshold parameter of the single threshold