Title :
Simultaneous Removal of Harmonic Interference and White Noise by Combining Multi-Rate Signal Processing and Wavelet Denoising Techniques
Author :
Han, Jun ; Hao, Ying ; Xu, Lijun
Author_Institution :
Capital Normal Univ., Beijing
Abstract :
In this paper anew method is presented for simultaneous removal of harmonic interference and white noise by combining multi-rate signal processing and wavelet denoising techniques. The contaminated signal is first resampled to a higher but the nearest frequency that meets a prerequisite. The signal is then transformed into the time-scale domain by the orthogonal wavelet decomposition (OWD). In each sub-band of the time-scale domain, multi-rate signal processing is used to remove harmonic interference and wavelet shrinkage is used to remove white noise. Compared with the wavelet packet decomposition (WPD), the orthogonal wavelet decomposition is more time-efficient. Evaluation of the new method is carried out by using four test signals and comparison with the direct wavelet shrinkage method is given.
Keywords :
interference suppression; signal denoising; wavelet transforms; white noise; direct wavelet shrinkage method; harmonic interference simultaneous removal; multirate signal processing; orthogonal wavelet decomposition; wavelet denoising techniques; wavelet packet decomposition; white noise; Frequency; Harmonic distortion; Interference; Noise cancellation; Noise reduction; Power harmonic filters; Signal processing; Signal to noise ratio; Wavelet packets; White noise; Signal recovery; harmonic interference; multi-rate; wavelet denoising; white noise;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379471