• DocumentCode
    3348780
  • Title

    Suppression of moving interference with SIS-based projections, in shallow water environments

  • Author

    Kraut, Shawn ; Krolik, Jeffrey L.

  • Author_Institution
    Dept. of ECE, Duke Univ., Durham, NC, USA
  • fYear
    2002
  • fDate
    4-6 Aug. 2002
  • Firstpage
    96
  • Lastpage
    99
  • Abstract
    We present an approach for suppressing moving interference in shallow water environments. Adaptive beamforming techniques are based upon applying a covariance matrix inverse or projection operator to the data, in order to suppress noise and interference. Their performance typically degrades in the presence of moving interference, since more adaptive degrees of freedom are needed to suppress it. In this work we propose a method for obtaining a projection operator that dynamically evolves with time. The method uses sequential importance sampling (SIS) to obtain sequences of wavefronts based on hypothesized velocities and depths. The sequences are associated with weights whose magnitude indicates how well they represent the data. We base the projection operator on the dominant sequences at surface, reducing the rank required for ing of the surface interferer.
  • Keywords
    array signal processing; covariance matrices; importance sampling; interference suppression; matrix inversion; sonar signal processing; underwater sound; SIS-based projections; adaptive beamforming techniques; inverse covariance matrix; moving interference suppression; noise suppression; projection operator; sequential importance sampling; shallow water environments; surface interferer ing; wavefronts sequence; Array signal processing; Covariance matrix; Degradation; Interference suppression; Marine vehicles; Monte Carlo methods; Sensor arrays; Sonar; Telephony; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2002
  • Print_ISBN
    0-7803-7551-3
  • Type

    conf

  • DOI
    10.1109/SAM.2002.1191007
  • Filename
    1191007