The basic theory and the multiscale of the wavelet transform are analysed.According to the characteristics of the multiscale wavelet transform ,the adaptive filter based on the multiscale wavelet transform is presented and the simulation drawing is constructed . By comparing the simulative drawings of the LMS adaptive filter the with adaptive filter of the multiscale wavelet transform ,it is concluded that this method is feasible.