DocumentCode
912539
Title
The correlation function of Gaussian noise passed through nonlinear devices
Author
Baum, Richard F.
Volume
15
Issue
4
fYear
1969
fDate
7/1/1969 12:00:00 AM
Firstpage
448
Lastpage
456
Abstract
This paper is concerned with the output autocorrelation function
of Gaussian noise passed through a nonlinear device. An attempt is made to investigate in a systematic way the changes in
when certain mathematical manipulations are performed on some given device whose correlation function is known. These manipulations are the "elementary combinations and transformations" used in the theory of Fourier integrals, such as addition, differentiation, integration, shifting, etc. To each of these, the corresponding law governing
is established. The same laws are shown to hold for the envelope of signal plus noise for narrow-band noise with spectrum symmetric about signal frequency. Throughout the text and in the Appendix it is shown how the results can be used to establish unknown correlation function quickly with main emphasis on power-law devices
with
either an integer or half integer. Some interesting recurrence formulas are given. A second-order differential equation is derived which serves as an alternative means for calculating
.
of Gaussian noise passed through a nonlinear device. An attempt is made to investigate in a systematic way the changes in
when certain mathematical manipulations are performed on some given device whose correlation function is known. These manipulations are the "elementary combinations and transformations" used in the theory of Fourier integrals, such as addition, differentiation, integration, shifting, etc. To each of these, the corresponding law governing
is established. The same laws are shown to hold for the envelope of signal plus noise for narrow-band noise with spectrum symmetric about signal frequency. Throughout the text and in the Appendix it is shown how the results can be used to establish unknown correlation function quickly with main emphasis on power-law devices
with
either an integer or half integer. Some interesting recurrence formulas are given. A second-order differential equation is derived which serves as an alternative means for calculating
.Keywords
Correlation functions; Gaussian processes; Nonlinearities; Autocorrelation; Background noise; Differential equations; Fourier transforms; Frequency; Gaussian noise; Helium; Laplace equations; Narrowband; Roentgenium;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1969.1054328
Filename
1054328
Link To Document