document: Modifier formula on mean square convergence of LMS algorithm 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
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