The NLMS (normalized least mean square algorithm) is used in number of signal processing and control applications. It works by adapting the finite impulse response filters co-efficient. The weight vector can be calculated easily by using NLMS the values are stable and faster in convergence[9]. NLMS is the modification of the LMD algorithm.