• DocumentCode
    190792
  • Title

    SElection Of The Optimal Wavelet Base For ship radiated noise analysis?

  • Author

    Lin Chen ; Zengli Liu ; Wei Wang

  • Author_Institution
    Fac. of Inf. Eng. & Autom., Kunming Univ. of Sci. & Technol., Kunming, China
  • fYear
    2014
  • fDate
    5-8 Aug. 2014
  • Firstpage
    65
  • Lastpage
    69
  • Abstract
    The effect of ship radiated noise analysis is closely related to wavelet basis. This paper selects bior5.5 wavelet as the optimal basis which is based on the analysis of the characteristics of the signal and the comprehensive consideration of the three screening criterion about wavelet basis. By comparing with other wavelets used for detecting the power spectral singularity of ship radiated noise, it demonstrates the optimality of the bior5.5, the approximate orthogonality of which guarantees the accuracy of the reconstructed signal and balances the support between the compact and regularity. In order to depict the true line spectrum in low-SNR signal, a signal matching method based on WT is proposed. Through different wavelets experimental comparison, only the bior5.5 still accurately extracts the features of the ship radiated noise, which indicates the feasibility and effectiveness of the method. All results prove that the bior5.5 wavelet has the high resolution of the ship radiated noise signal.
  • Keywords
    feature extraction; noise; ships; signal reconstruction; signal resolution; wavelet transforms; approximate orthogonality; bior5.5 wavelet; power spectral singularity; reconstructed signal; screening criterion; ship radiated noise analysis; signal matching method; true line spectrum; wavelet basis; Approximation methods; Frequency-domain analysis; Marine vehicles; Noise; Wavelet analysis; Wavelet transforms; Line-Spectrum; Optimal; Resolution; Ship radiated noise; Wavelet basis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4799-5272-4
  • Type

    conf

  • DOI
    10.1109/ICSPCC.2014.6986153
  • Filename
    6986153