Advanced Search
    WANG Jun, ZHOU De-qiang, XIAO Jun-feng, YOU Li-hua, SHENG Wei-feng. The Denoising Method for Pulsed Eddy Current Testing Signal about the Ferromagnetic Materials[J]. Nondestructive Testing, 2016, 38(1): 44-48. DOI: 10.11973/wsjc201601012
    Citation: WANG Jun, ZHOU De-qiang, XIAO Jun-feng, YOU Li-hua, SHENG Wei-feng. The Denoising Method for Pulsed Eddy Current Testing Signal about the Ferromagnetic Materials[J]. Nondestructive Testing, 2016, 38(1): 44-48. DOI: 10.11973/wsjc201601012

    The Denoising Method for Pulsed Eddy Current Testing Signal about the Ferromagnetic Materials

    • Aiming at effectively filtering the noise components of pulsed eddy current testing signal in ferromagnetic materials, the method of wavelet analysis and Kalman filter denoising is proposed. The basic principle of wavelet threshold denoising is expounded and the threshold parameters of wavelet denoising are optimized through the signal denoising experiment. So the optimal wavelet threshold denoising is implemented. Because there exists still a small amount of non-stationary noise signal after wavelet denoising, the method of Kalman filter denoising is proposed. The signal denoising experimental results show that Kalman filter can effectively filter the noise components, increase the signal to noise ratio (SNR) to about 34.976 7 dB and reduce the root mean square error (RMSE) to about 0.0493 95.
    • loading

    Catalog

      Turn off MathJax
      Article Contents

      /

      DownLoad:  Full-Size Img  PowerPoint
      Return
      Return