DocumentCode
944119
Title
The distribution of the number of crossings of a Gaussian stochastic process
Author
Helstrom, Carl W.
Volume
3
Issue
4
fYear
1957
fDate
12/1/1957 12:00:00 AM
Firstpage
232
Lastpage
237
Abstract
It is shown how filtered Gaussian noise having a power spectrum which is a rational function of the square of the frequency can be represented as one component of a multidimensional Markov process. Methods are studied for obtaining the distribution of the number of times such a noise process crosses a given amplitude level in a fixed time interval. The generating function of this distribution is the solution of a Fokker-Planck type differential equation with appropriate boundary conditions. Integral equations are found for the generating function from which all the moments of the distribution can be calculated by iteration.
Keywords
Gaussian processes; Level-crossing problems; Markov processes; Boundary conditions; Differential equations; Frequency; Frequency measurement; Gaussian noise; Integral equations; Markov processes; Noise level; Nonlinear filters; Random variables; Signal processing; Stochastic processes;
fLanguage
English
Journal_Title
Information Theory, IRE Transactions on
Publisher
ieee
ISSN
0096-1000
Type
jour
DOI
10.1109/TIT.1957.1057424
Filename
1057424
Link To Document