There are many factors affecting wavelet noise reduction. Different wavelet functions lead to different results after removing noise from the data. To achieve the desired data noise reduction effect, we must first select an appropriate wavelet function. When choosing a wavelet function, first of all, consider the universality, practicality and unity of the wavelet transform coefficients.