DocumentCode
945337
Title
The probability density of the output of a filter when the input is a random telegraphic signal: Differential-equation method
Author
McFadden, J.A.
Volume
5
Issue
5
fYear
1959
fDate
5/1/1959 12:00:00 AM
Firstpage
228
Lastpage
233
Abstract
By the method of Darling and Siegert, a differential equation is obtained for the characteristic function of the output of a linear system when the input is a random telegraphic signal, i.e., a random square wave with zeros obeying the Poisson distribution. For the ideal integrator with finite memory and for the RC low-pass filter, the solutions agree with previous results. For a truncated exponential weighting function, the characteristic function is obtained in terms of Bessel functions. For a particular ratio of the constants, the probability density of the output is rectangular except for
- functions at the edges. The applicability of this rectangular solution to other systems is investigated,
- functions at the edges. The applicability of this rectangular solution to other systems is investigated,Keywords
Filters; Markov processes; Poisson processes; Probability functions; Stochastic signals; Boundary conditions; Differential equations; Gaussian processes; H infinity control; Integral equations; Laboratories; Linear systems; Low pass filters; Markov processes; Nonlinear filters; Poisson equations; Random processes; Signal processing;
fLanguage
English
Journal_Title
Information Theory, IRE Transactions on
Publisher
ieee
ISSN
0096-1000
Type
jour
DOI
10.1109/TIT.1959.1057544
Filename
1057544
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