DocumentCode :
915469
Title :
Spectral representation of a periodic nonstationary random process
Author :
Ogura, Hisanao
Volume :
17
Issue :
2
fYear :
1971
fDate :
3/1/1971 12:00:00 AM
Firstpage :
143
Lastpage :
149
Abstract :
This paper deals with the periodic nonstationary process, the mean value and the correlation function of which are invariant under shift by a multiple of a certain period. The spectral representation is derived by making use of Loève´s harmonizability theorem on a second-order nonstationary process. The process is represented as a sum of infinite stationary processes among which covariances exist. Each stationary process has a nonoverlapping frequency band of equal width, the center of which corresponds to a harmonic of the fundamental frequency determined by the period. The correlation function, dependent on two points, is represented in terms of a matrix-valued spectral density that is hermitian and nonnegative definite. The representations in other possible forms are also given. Finally some properties, special processes, and examples produced by a certain stationary random sequence are discussed.
Keywords :
Nonstationary stochastic processes; Periodic processes; Spectral analysis; Calculus; Frequency; Information theory; Lattices; Probability; Random processes; Random variables; Reliability theory; Stability; Stochastic processes;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1971.1054612
Filename :
1054612
Link To Document :
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