Abstract: A derivation is presented of the optimum step size to yield the most rapid convergence under a desired mean-square error (MSE) for adaptive finite impulse ...

Abstract: This article analyzes the momentum LMS algorithm and other momentum algorithms using asymptotic techniques that provide information regarding the almost sure behavior of the parameter ...