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
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