The Open Automation and Control Systems Journal

2014, 6 : 1717-1721
Published online 2014 December 31. DOI: 10.2174/1874444301406011717
Publisher ID: TOAUTOCJ-6-1717

Research on Wavelet Transform Method Based on SURF Threshold Improved Mallat

Yuan Jiao and Binwen Huang
Information Technology Department, Hainan Medical University, Haikou, Hainan, 571199, China.

ABSTRACT

In this paper, watant role in the signal processing. Analyzing the limitations of Fourier transform in the signal processing, this article reflects the superiority of the wavelet transform, analyzes the principle of Mallat wavelet transform, builds decomposition and reconstruction model of Mallat wavelet, and introduces the SURF threshold to improve Mallat transform method. Finally, comparing the denoising results of single Mallat and improved Mallat, the paper verifies that the improved Mallat method is feasible.

Keywords:

Signal denoising, SURF threshold method, wavelet analysis.