Selection and Transmission of Information. Issue 22. Republic Interdepartmental Collection (Selected Articles)

Abstract

Analysis is given of representation of correlation functions of random processes and the processes themselves in the form of linear combinations of specific determined functions of time with random coefficients: general spectral, canonical, orthogonal. It is shown that in contrast to the case of the commutative converters, analyzed in the terms of theory of C*-algebras and their Gelfand isomorphism, in the case of noncommutative converters it is necessary to use operators of transformation of coordinates, composition of Volterra and A- composition. Is introduced the concept of T-representability, which generalizes the concept of harmonizability. As examples are examined the harmonic modulated oscillation/vibration, the periodically correlated processes, sampling theorems. No tables. Bibliog. 14. The problems of the linear theory of signal are solved within the framework of the covariance theory random process, which are represented in the form of the linear combination of the determined functions of time with the random coefficients.

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Document Details

Document Type
Technical Report
Publication Date
Mar 18, 1993
Accession Number
ADA262825

Entities

Organizations

  • National Air and Space Intelligence Center

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Coefficients
  • Conversion
  • Converters
  • Coordinate Systems
  • Covariance
  • Eigenvalues
  • Eigenvectors
  • Fourier Series
  • Frequency
  • Integrals
  • Low Pass Filters
  • Machine Translation
  • Periodic Functions
  • Random Variables
  • Spectra
  • Stationary
  • Translations

Fields of Study

  • Mathematics

Readers

  • Calculus or Mathematical Analysis
  • Mathematical Modeling and Probability Theory.
  • Statistical inference.