Derivation of Excess Mean-Square Error for Affine Projection Algorithms Using the Condition Number

Abstract

This letter presents a new mathematical expression for the excess mean-square error (EMSE) of the affine projection (AP) algorithm. The proposed expression explicitly shows the proportional relationship between the EMSE and the condition number of the input signals.