科技视界
科技視界
과기시계
Science&Technology Vision
2014年
27期
157-158
,共2页
形态学%组合滤波%振动信号%低通%降噪
形態學%組閤濾波%振動信號%低通%降譟
형태학%조합려파%진동신호%저통%강조
Morphology%Combined filtering%Vibration signal%Low-pass%Noise suppressing
数学形态学是一种非线性信号处理方法,不同于其他信号处理方法,数学形态学变换完全在时域中进行,无需进行时域和频域的转换,运算简单,速度快。工程现场拾取的振动信号往往含有大量噪声干扰,本文采用开闭和闭开的形态学组合滤波方法对振动信号进行处理。通过仿真信号和实测振动信号的处理结果表明,形态学组合滤波方法不仅能保留信号中的低频成分,具有优良的低通特性,同时处理后的信号具有相位保持的优点,对于脉冲干扰或白噪声均真有良好的抑制作用。
數學形態學是一種非線性信號處理方法,不同于其他信號處理方法,數學形態學變換完全在時域中進行,無需進行時域和頻域的轉換,運算簡單,速度快。工程現場拾取的振動信號往往含有大量譟聲榦擾,本文採用開閉和閉開的形態學組閤濾波方法對振動信號進行處理。通過倣真信號和實測振動信號的處理結果錶明,形態學組閤濾波方法不僅能保留信號中的低頻成分,具有優良的低通特性,同時處理後的信號具有相位保持的優點,對于脈遲榦擾或白譟聲均真有良好的抑製作用。
수학형태학시일충비선성신호처리방법,불동우기타신호처리방법,수학형태학변환완전재시역중진행,무수진행시역화빈역적전환,운산간단,속도쾌。공정현장습취적진동신호왕왕함유대량조성간우,본문채용개폐화폐개적형태학조합려파방법대진동신호진행처리。통과방진신호화실측진동신호적처리결과표명,형태학조합려파방법불부능보류신호중적저빈성분,구유우량적저통특성,동시처리후적신호구유상위보지적우점,대우맥충간우혹백조성균진유량호적억제작용。
Mathematical morphology is a nonlinear signal processing method. Different from other signal processing methods, mathematical morphology is entirely in the time domain without the transforming of the signal from the time domain to frequency domain. It is simple and fast in speed of operation. The actual signal always contains a lot of noise. The morphological filter combined by open - closing and close - opening operations is adopted to process the vibration signal. Then the simulated and actual vibration signals are processed by morphological filter. The experimental results show that the morphological filter can maintain the low frequency components. It has a good low-pass characteristic. At the same time, the processed signal keeps its original phase, and the impulse noise and white noise are suppressed effectively.