• DocumentCode
    2266737
  • Title

    Ultrasonic denoising with a modified wavelet filter

  • Author

    Kubinyi, Michal ; Smid, Radislav

  • Author_Institution
    Czech Tech. Univ. in Prague, Prague, Czech Republic
  • Volume
    1
  • fYear
    2011
  • fDate
    15-17 Sept. 2011
  • Firstpage
    479
  • Lastpage
    482
  • Abstract
    Enhancing signal of interest over a noise level represents a common task for signal processing methods used in measurement systems. Digital filters are used for frequency band limited signals as a common signal of interest enhancement tool. If is the information localised not only in frequency domain but also in a limited time window within the signal, then wavelet processing represents a possible signal denoising solution with an advantage of a higher denoising efficiency over a common digital filter. Development of the wavelets has been focused on signal thresholding methods and adjustment to new sensor systems. We would like to present a fast algorithm for enhancing wavelet denoising performance. This is done by implementing an ideal band-pass filter over common wavelet thresholding process. We propose a new technique for signal denoising which is concentrated on the described ultrasonic signals. The proposed algorithm was verified on ultrasonic sensors which are widely used in the measurement of dimensions and quality of a product. Results showed a significant improvement in wavelet denoising performance over previously published wavelet denoising algorithms.
  • Keywords
    acoustic signal processing; digital filters; signal denoising; ultrasonic applications; digital filters; frequency band limited signals; measurement systems; modified wavelet filter; signal denoising solution; signal enhancement; signal processing methods; ultrasonic denoising; wavelet processing; Estimation; Materials; Noise; Noise reduction; Ultrasonic variables measurement; Wavelet transforms; denoising; digital filter; ultrasonic sensors; wavelets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
  • Conference_Location
    Prague
  • Print_ISBN
    978-1-4577-1426-9
  • Type

    conf

  • DOI
    10.1109/IDAACS.2011.6072799
  • Filename
    6072799