This paper analyzes some algorithms available of variable step size LMS adaptive filtering and on the basis of it, a novel variable step size algorithm is pre sented. T heory analysis shows that this algorithm is useful to improve the specifications ; Computer simulation result verifies the specification of the presented algori thm is better than other algorithms discussed in this paper.