DocumentCode
873685
Title
Coloring Non-Gaussian Sequences
Author
Filho, José Cândido Silveira Santos ; Yacoub, Michel Daoud
Author_Institution
Dept. of Commun., Univ. of Campinas, Campinas
Volume
56
Issue
12
fYear
2008
Firstpage
5817
Lastpage
5822
Abstract
We propose a novel method for generating random sequences matching both a target non-Gaussian distribution and a target autocorrelation. In the proposed scheme, samples matching the target distribution are drawn independently and then suitably rearranged to match the target autocorrelation. Our method overcomes the difficulties of the standard method in generating sequences with unknown inverse distribution. Many examples are included.
Keywords
Gaussian distribution; random sequences; coloring non-Gaussian sequences; non-Gaussian distribution; random sequences; target autocorrelation; Autocorrelation; non-Gaussian processes; order statistics; rank statistics; simulation;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2008.2005751
Filename
4633661
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