Title :
A New Wavelet Threshold Method Based on the Grey Incidence Degree and its Application
Author :
Wei Wen-chang ; Cai Jian-li ; Yang Jun-jie
Author_Institution :
Dept. of Autom., Xiamen Univ., Xiamen
Abstract :
The wavelet transform coefficient is processed by using grey relation analysis of the grey theory, and a new wavelet threshold method - GID (grey incidence degree) threshold method based on the wavelet analysis theory is introduced. The test shows that the signal smoothness and similarity of the two signal criteria have been greatly improved by the GID threshold method compared with existing threshold methods. According to the characteristics of different signals, GID threshold method gets better results that it can adaptively deal with noise suppression and details remaining of the two opposing signal problems, so as to provide a better choice for wavelet threshold methods of signal processing.
Keywords :
grey systems; signal processing; wavelet transforms; grey incidence degree; grey relation analysis; grey theory; signal processing; wavelet analysis theory; wavelet threshold method; wavelet transform coefficient; Automation; Information analysis; Information science; Intelligent networks; Low pass filters; Noise reduction; Signal processing; Wavelet analysis; Wavelet coefficients; Wavelet transforms; grey incidence degree (GID); signal denoising; threshold value method; wavelet analysis;
Conference_Titel :
Intelligent Networks and Intelligent Systems, 2008. ICINIS '08. First International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3391-9
Electronic_ISBN :
978-0-7695-3391-9
DOI :
10.1109/ICINIS.2008.38