An method of analytic construction for wavelet filter coefficients is put forward, and the corresponding fast wavelet transform is set up. It is more oversimplified and more speedy than the famous Mallat algorithm. This method can be used adaptively to signal processing for choosing corresponding parameters of wavelet filter.