De-noising Algorithm of Modified Thresholding Function Based On the Best Basis of Wavelet Packet

Lin Chen, Wei Wang, Zengli Liu, Hui Tang
2013 Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)   unpublished
This paper is about on denosing by modified thresholding function based on wavelet packet transform. First, there is a summary of the necessary conditions to construct the thresholding function on the basis of previous studies. And a new function for this method is put forward for wavelet packet denoising.Then,through four kinds of previous representative evolutionary thresholding functions are used for contrast, with the addition of traditional soft and hard threshoulding, all these functions
more » ... re tested in a simulation experiment via four kinds of typical signals contarminated by different Gaussian white noise.Finally,the results show that the new function can be further remove noise effectively, and improve the signal-to-noise ratio, which reflects the superiority of conducting the modified thresholding function for wavelet packet signal denoising.
doi:10.2991/iccsee.2013.381 fatcat:d7pnvktipndvhew62asfr6egz4