• DocumentCode
    2953345
  • Title

    A test for detection of local modeling mismatches in shallow water

  • Author

    Fostick, G.S. ; Tabrikian, J. ; Messer, H.

  • Author_Institution
    Dept. of Electr. Eng., Tel Aviv Univ., Israel
  • Volume
    6
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    3077
  • Abstract
    This paper presents a new, non-parametric test for detecting modeling mismatches in a propagation medium, as shallow water. The test is based on the fact that if there are no model uncertainties, the corresponding modal spectrum of the received signal is strictly band-limited to an a-priori known band. Any mismatches in the assumed model cause the modal spectrum out of this band to be non-zero. To make the test independent of the emitters characteristic we use the generalized likelihood ratio test which uses maximum likelihood estimate of the unknown modal spectrum. We demonstrate the operation of the proposed test by applying it (via computer simulations) to a complex, practical scenario
  • Keywords
    acoustic signal detection; acoustic waveguides; array signal processing; maximum likelihood estimation; sonar arrays; sonar signal processing; underwater sound; bandlimited received signal; computer simulations; emitters characteristic; generalized likelihood ratio test; local modeling mismatch detection; maximum likelihood estimate; modal spectrum; nonparametric test; propagation channel; sensor array; shallow water; Additive noise; Artificial intelligence; Computer simulation; Gaussian processes; Position measurement; Robustness; Sensor arrays; Testing; Uncertainty; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.550526
  • Filename
    550526