High dimensional nonseparable wavelets reveal certain feature in the high-frequency band. A novel construct method of compactly supported ...wavelet is given with the symbols of scaling function are Laurent polynomial. The constructed wavelet satisfies the vanishing moment condition which is originated from the symbols of the scaling function.