• DocumentCode
    2946483
  • Title

    Simulation of correlated, gaussian data from an array

  • Author

    Lewis, J.B.

  • Author_Institution
    Bell Telephone Laboratories, Incorporated, Whippany, NJ, USA
  • fYear
    1971
  • fDate
    21-24 Sept. 1971
  • Firstpage
    275
  • Lastpage
    279
  • Abstract
    A method is presented for digitally simulating zero-mean stationary Gaussian data from an array of hydrophones. The data will exhibit prescribed temporal and spatial correlation to within an arbitrarily small error. In this method a Fourier series having a period greater than twice the simulation interval is constructed at each hydrophone. At each frequency, the technique uses independent numbers from a random number generator to construct Fourier coefficients exhibiting the prescribed spatial correlation. Upper bounds on the covariance error are given as a function of the period of the series and the characteristics of the model. The error due to truncating the series is also considered. Aside from this truncation error, it is determined that the simulation can yield zero error when the period of the series is at least twice the maximum correlation-time interval in the acoustic field.
  • Keywords
    Convergence; Covariance matrix; Density functional theory; Electronic switching systems; Frequency domain analysis; Gaussian processes; Narrowband; Random variables; Sonar equipment; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in the Ocean Environment, IEEE 1971 Conference on
  • Conference_Location
    San Diego, CA, USA
  • Type

    conf

  • DOI
    10.1109/OCEANS.1971.1160998
  • Filename
    1160998