Title :
Modified square-root method for generating correlated Gaussian pseudorandom variables
Author :
Komo, John J. ; Aridgides, Athanasios
Author_Institution :
Clemson University, Clemson, SC
Abstract :
This letter presents a modified-square-root method for generating N correlated Gaussian pseudorandom variables from K ≤ N independent Gaussian pseudorandom variables. This modified square root method yields greater accuracy using fewer nonzero elements than the eigenvalue method. Also since the modified square root method does not require iteration the transformation matrix can be generated much faster than with the eigenvalue method.
Keywords :
Application software; Computational modeling; Computer simulation; Covariance matrix; Eigenvalues and eigenfunctions; Frequency; Interpolation; Marine vehicles; Sampling methods; Signal analysis;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1980.11888