DocumentCode
941181
Title
On filtered binary processes
Author
Pawula, R.F. ; Rice, S.O.
Volume
32
Issue
1
fYear
1986
fDate
1/1/1986 12:00:00 AM
Firstpage
63
Lastpage
72
Abstract
The problem of calculating the probability density function of the output of an
filter driven by a binary random process with intervals generated by an equilibrium renewal process is studied. New integral equations, closely related to McFadden\´s original integral equations, are derived and solved by a matrix approximation method and by iteration. Transformations of the integral equations into differential equations are investigated and a new closed-form solution is obtained in one special case. Some numerical results that compare the matrix and iteration solutions with both exact solutions and approximate solutions based upon the Fokker-Planck equation are presented.
filter driven by a binary random process with intervals generated by an equilibrium renewal process is studied. New integral equations, closely related to McFadden\´s original integral equations, are derived and solved by a matrix approximation method and by iteration. Transformations of the integral equations into differential equations are investigated and a new closed-form solution is obtained in one special case. Some numerical results that compare the matrix and iteration solutions with both exact solutions and approximate solutions based upon the Fokker-Planck equation are presented.Keywords
Fokker-Planck equations; Integral equations; Level-crossing problems; RC filters; Renewal processes; Application software; Approximation methods; Closed-form solution; Density functional theory; Differential equations; Integral equations; Low pass filters; Probability density function; Random processes; Statistical distributions;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.1986.1057138
Filename
1057138
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