DocumentCode :
942356
Title :
Harmonic analysis for a class of multiplicative processes
Author :
Weiss, Neil A. ; Peterson, Kenneth M.
Volume :
33
Issue :
1
fYear :
1987
fDate :
1/1/1987 12:00:00 AM
Firstpage :
16
Lastpage :
20
Abstract :
The harmonic analysis of certain multiplicative processes of the form g(t)X(t) is considered, where g is a deterministic function, and the stochastic process X(t) is of the form X(t)=\\sum X_{n}l_{[n \\alpha , (n+l) \\alpha ]}(t) , where a is a positive constant and the X_{n}, n=0, \\pm 1,\\pm 2, \\cdots are independent and identically distributed random variables with zero means and finite variances. In particular, we show that if g is Riemann integrable and periodic, with period incommensurate with \\alpha , then g(t)X(t) has an autocovariance in the Wiener sense equal to the product of the Wiener autocovariances of its factors, C_{gx} = C_{g}C_{x} . Some important cases are examined where the autocovariance of the multiplicative process exists but cannot be obtained multiplicatively.
Keywords :
Harmonic analysis; Multiplication; Government; Harmonic analysis; Mathematics; Power engineering and energy; Power measurement; Random variables; Satellite communication; Satellite ground stations; Spectral analysis; Stochastic processes;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1987.1057253
Filename :
1057253
Link To Document :
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