Leaky FXLMS Algorithm: First and Second Moments

This paper proposes a stochastic analysis of the Leaky Filtered-X LMS algorithm. Analytical models for the first and second moments of the adaptive filter of this algorithm are presented. The proposed models are derived without invoking the usual simplifying LMS assumption, which is the independence theory.