DocumentCode :
943778
Title :
A systematic approach to a class of problems in the theory of noise and other random phenomena--I
Author :
Darling, D.A. ; Siegert, A.J.F.
Volume :
3
Issue :
1
fYear :
1957
fDate :
3/1/1957 12:00:00 AM
Firstpage :
32
Lastpage :
37
Abstract :
The problem of finding the probability of distribution of the functional begin{equation} int_{t_0}^{t} Phi(X(tau), tau) dtau, end{equation} where X(\\tau ) is a (multidimensional) Markoff process and \\Phi (X, \\tau ) is a given function, appears in many forms in the theory of noise and other random phenomena. We have shown that a certain function from which this probability distribution can be obtained is the unique solution of two integral equations. We also developed a perturbation formalism which relates the solutions of the integral equations belonging to two different functions \\Phi (X, \\tau ) . If the transition probability density for X(\\tau ) is the principal solution of two partial differential equations of the Fokker-Planck-Kolmogoroff type, the principal solution of two similar differential equations is the solution of the integral equations. As an example, we calculated the probability distribution of the sample probability density for a stationary Markoff process.
Keywords :
Markov processes; Noise; Probability functions; Detectors; Differential equations; Distributed amplifiers; Information theory; Integral equations; Probability distribution; Pulse amplifiers; Random variables; Receivers; Voltage; White noise;
fLanguage :
English
Journal_Title :
Information Theory, IRE Transactions on
Publisher :
ieee
ISSN :
0096-1000
Type :
jour
DOI :
10.1109/TIT.1957.1057392
Filename :
1057392
Link To Document :
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