• DocumentCode
    356721
  • Title

    Comparative study of two-dimensional maximum likelihood and interpolated root-MUSIC with application to teleseismic source localization

  • Author

    Chung, Pea-Jung ; Gershman, Alex B. ; Bohme, Johann F.

  • Author_Institution
    Dept. of Electr. Eng. & Inf. Sci., Ruhr-Univ., Bochum, Germany
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    68
  • Lastpage
    72
  • Abstract
    We apply the 2D broadband maximum likelihood (ML) and interpolated root-MUSIC methods to estimate the azimuth and velocity parameters of teleseismic events recorded by the GERESS array. A sequential test based on likelihood ratios (LR) is developed for signal detection. Our experimental results show that both methods can provide reliable estimates of signal parameters. However, ML is shown to have better estimation accuracy and robustness than interpolated root-MUSIC at the expense of a higher computational cost
  • Keywords
    array signal processing; direction-of-arrival estimation; geophysical signal processing; interpolation; maximum likelihood detection; maximum likelihood estimation; seismology; signal classification; 2D broadband maximum likelihood; GERESS array; computational cost; estimation accuracy; interpolated root-MUSIC; likelihood ratios; multiple signal classification; robustness; sequential test; signal detection; signal parameter estimates; teleseismic event azimuth; teleseismic event velocity; teleseismic source localization; Application software; Azimuth; Computational efficiency; Direction of arrival estimation; Information science; Maximum likelihood estimation; Multiple signal classification; Sensor arrays; Sequential analysis; Signal detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
  • Conference_Location
    Pocono Manor, PA
  • Print_ISBN
    0-7803-5988-7
  • Type

    conf

  • DOI
    10.1109/SSAP.2000.870083
  • Filename
    870083