• DocumentCode
    2976185
  • Title

    Bispectral analysis of underwater EM pulses

  • Author

    Persson, L. ; Asraf, D.E. ; Sigray, P. ; Krylstedt, P. ; Hinich, M.J.

  • Author_Institution
    Defence Res. Establ., Stockholm, Sweden
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    357
  • Lastpage
    361
  • Abstract
    In this paper we investigate the higher-order spectral properties of an electromagnetic (EM) transmission channel. We use higher-order moments ensemble averaging of received real underwater EM pulses for signal to noise enhancement and discuss appropriate features based on bicoherence and the cross-bispectrum for object classification. The reconstructed signal y˜(n) is estimated from the bicepstrum. This technique is shown to outperform conventional stacking techniques. We use bicoherence for estimation of nonlinear properties in the received pulses. There are no significant quadratic nonlinear contributions in the signal. The non-linearities are essential around the power supply frequency and at a region above 17 kHz. Finally an analysis of the transfer function based on the cross-bispectrum is given. At several frequencies in the signal bandwidth there is a significant part with nonlinear gain
  • Keywords
    higher order statistics; object recognition; signal classification; signal reconstruction; spectral analysis; transfer functions; bicepstrum; bicoherence; bispectral analysis; conventional stacking techniques; cross-bispectrum; electromagnetic transmission channel; higher-order moments ensemble averaging; higher-order spectral properties; nonlinear gain; nonlinear properties; object classification; received pulses; received real underwater EM pulses; reconstructed signal; signal bandwidth; signal to noise enhancement; transfer function; underwater EM pulses; Bandwidth; Ear; Electrical capacitance tomography; Electromagnetic propagation; Higher order statistics; Laboratories; Linearity; Nonlinear distortion; Read only memory; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Higher-Order Statistics, 1999. Proceedings of the IEEE Signal Processing Workshop on
  • Conference_Location
    Caesarea
  • Print_ISBN
    0-7695-0140-0
  • Type

    conf

  • DOI
    10.1109/HOST.1999.778758
  • Filename
    778758