Title :
Application of Morphological Filter in Pulse Noise Removing of Vibration Signal
Author :
Wenbin Zhang ; Xiaojun Zhou ; Yong Lin
Author_Institution :
Coll. of Mech. & Energy Eng., Zhejiang Univ., Hangzhou
Abstract :
This paper introduced the good characteristic of morphological filter and its application in pulse noise removing of vibration signal. The morphological filter was used to eliminate the pulse interference introduced when the vibration signal was detected. Using the combination of morphological open-closing and close-opening operations, the local characteristic of the original signal could be kept and pulse noises could be removed effectively. There is no need to consider signalpsilas spectrum characteristic when using the morphological filter to de-noise the corrupted signal. To verify the effectiveness of the morphological filter, the median filter was employed to process a simulated signal. The results by the morphological filter were more stationary and smoother than those obtained by other methods. Finally, morphological filter with linear structure element was employed to analyze a practical vibration signal. The results show that the influences of different noises can be effectively removed.
Keywords :
interference suppression; median filters; signal denoising; signal detection; vibrations; interference elimination; linear structure element; median filter; morphological filter; pulse noise removal; signal de-noising; vibration signal detection; Digital filters; Fault diagnosis; Finite impulse response filter; IIR filters; Interference elimination; Matched filters; Signal analysis; Signal processing; Testing; Vibration measurement; morphological filter; pulse noise removing; vibration signal;
Conference_Titel :
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location :
Sanya, Hainan
Print_ISBN :
978-0-7695-3119-9
DOI :
10.1109/CISP.2008.202