Title :
Computer generation of correlated Gaussian random variables
Author_Institution :
Harris Corporation, Melbourne, FL
fDate :
5/1/1979 12:00:00 AM
Abstract :
This paper Presents a means of generating a set of N correlated Gaussian random variables from N or fewer independent Gaussian random variables. In computer generation of pseudorandom variables, this technique sometimes has computational advantages over the more straightforward inverse Gram-Schmidt procedure. As an example, application of the technique in simulation of a pulse frequency modulation (PFM) receiver is discussed.
Keywords :
Application software; Computational modeling; Computer simulation; Covariance matrix; Eigenvalues and eigenfunctions; Frequency modulation; Gaussian processes; Government; Pulse modulation; Random variables;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1979.11334