• DocumentCode
    2578506
  • Title

    Denoising algorithm using wavelet for underwater signal affected by wind driven ambient noise

  • Author

    Raj, K. Mathan ; Murugan, S. Sakthivel ; Natarajan, V. ; Radha, S

  • Author_Institution
    Dept. of ECE, SSN Coll. of Eng., Chennai, India
  • fYear
    2011
  • fDate
    3-5 June 2011
  • Firstpage
    943
  • Lastpage
    946
  • Abstract
    Underwater wireless communication is an emerging technique in the field of communication. It is used to transfer data between underwater instruments. Electromagnetic signals are highly attenuated in the ocean because of their higher frequency. Sound waves on the other hand, propagate very well in underwater. Underwater communication is very challenging since the underwater channel contains various disturbances in the form of noise. It is observed that the noise due to wind has major role in affecting the underwater acoustic signals. The objective of this paper is to denoise the underwater acoustic signals affected by wind driven ambient noise. A new mathematical model has been developed for wavelet denoising. This new denoising method is based on the modified universal threshold value estimation method and new thresholding method. This method reduces the ambient noise content in the denoised signal and improves the SNR of the signal.
  • Keywords
    acoustic signal processing; signal denoising; underwater acoustic communication; underwater sound; wavelet transforms; SNR; electromagnetic signal; signal denoising; underwater acoustic signal; underwater instrument; underwater wireless communication; universal threshold value estimation; wavelet denoising algorithm; wind driven ambient noise; Estimation; Noise measurement; Noise reduction; Signal to noise ratio; Wavelet transforms; Ambient noise; Discrete Wavelet Transform; RMSE; SNR; Thresholding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
  • Conference_Location
    Chennai, Tamil Nadu
  • Print_ISBN
    978-1-4577-0588-5
  • Type

    conf

  • DOI
    10.1109/ICRTIT.2011.5972413
  • Filename
    5972413