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 :
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