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JOURNALS // Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory // Archive

Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 2023 Volume 227, Pages 20–40 (Mi into1215)

Reconstruction of characteristic functions of quadratic functionals on trajectories of Gaussian stochastic processes

Yu. P. Virchenkoa, A. S. Mazmanishvilib

a Belgorod Shukhov State Technological University
b National Science Centre Kharkov Institute of Physics and Technology

Abstract: In this paper, we examine the characteristic functions $Q_J(-i\lambda)$, $\lambda \in {\mathbb R}$, of stochastic variables determined by the values of the quadratic functionals $\mathsf{J}[\tilde{x}(t)]$ on the space ${\mathbb L}_2 [0, T]$ of trajectories of homogeneous Gaussian stochastic processes. We justify a method for calculating such characteristic functions, called reconstruction in the work, the application of which is not related to the use of the well-known Karhunen–Loeve–Pugachev method.

Keywords: Gaussian stochastic process, integral quadratic functional, correlation function, self-adjoint operator, characteristic function

UDC: 519.218.7

MSC: 60G15

DOI: 10.36535/0233-6723-2023-227-20-40



© Steklov Math. Inst. of RAS, 2024