title: Modifier formula on mean square convergence of LMS algorithm
abstract: In describing the mean square convergence of the LMS algorithm, the update formula based on independence assumption will bring explicit errors, especially when step-size is large. A modifier formula that describes the convergence well, is proposed. Simulations support the proposed formula in different conditions
keyphrases: modifier formula mean square convergence LMS algorithm update formula independence assumption adaptive filtering LMS filter