Title :
Parasitic descrease wavelet transform and its application on denoising
Author :
Zhang, Zhong ; Saiki, Noriho ; Toda, Hiroshi ; Imamura, Takashi ; Miyake, Tetsuo
Author_Institution :
Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
Abstract :
It is well known that parasitic discrete wavelet transform (PDWT) proposed by authors is a useful tool for abnormal signal detection, although it uses only for the signal decomposition and detection In this study, a reconstruction possible new parasitic discrete wavelet transform (N-PDWT) has been proposed for traditional PDWT. The N-PDWT is different from the PDWT and the traditional DWT that it enabled the detailed decomposition corresponding to the purpose signal. In addition, the N-PDWT has been applied to the Korona noise removal form the ion current waveform of the engine and confirmed that the N-PDWT has better performance than that of conventional impulse noise removal technique used the CDWT.
Keywords :
discrete wavelet transforms; signal denoising; signal detection; Korona noise removal; PDWT; abnormal signal detection; discrete wavelet transform; ion current waveform; parasitic descrease wavelet transform; signal denoising; Continuous wavelet transforms; Discrete wavelet transforms; Noise reduction; Denoising; Discrete wavelet transform; Signal processing; time-frequency analysis;
Conference_Titel :
Wavelet Analysis and Pattern Recognition (ICWAPR), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6530-9
DOI :
10.1109/ICWAPR.2010.5576386