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On the spectral factorization of nonstationary vector random processes
- Source :
- IEEE Transactions on Automatic Control. 19:674-679
- Publication Year :
- 1974
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 1974.
-
Abstract
- Conditions which depend on the covariance of a vector random process, sufficient to ensure the process can be generated by a linear, invertible system of finite order driven by white noise are derived, and equations which determine the parameters of the system are found. Some structural properties of lumped covariances are given; these stress the close relation between the structure of linear systems and that of lumped covariances and provide a means of establishing the minimal order of generating systems.
- Subjects :
- Mathematical optimization
Stochastic process
Linear system
Structure (category theory)
Process (computing)
White noise
Spectral theorem
Covariance
Computer Science Applications
law.invention
Invertible matrix
Control and Systems Engineering
law
Applied mathematics
Electrical and Electronic Engineering
Mathematics
Subjects
Details
- ISSN :
- 00189286
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Automatic Control
- Accession number :
- edsair.doi...........4d619c44186f12cb84f634c3d8b87943