Reconstruction of characteristic functions of quadratic functionals on trajectories of Gaussian stochastic processes
Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory, Proceedings of the Voronezh international winter mathematical school "Modern methods of function theory and related problems", Voronezh, January 27 - February 1, 2023, Part 1, Tome 227 (2023), pp. 20-40.

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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
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Yu. P. Virchenko; A. S. Mazmanishvili. Reconstruction of characteristic functions of quadratic functionals on trajectories of Gaussian stochastic processes. Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory, Proceedings of the Voronezh international winter mathematical school "Modern methods of function theory and related problems", Voronezh, January 27 - February 1, 2023, Part 1, Tome 227 (2023), pp. 20-40. http://geodesic.mathdoc.fr/item/INTO_2023_227_a1/

[22] Akhiezer N. I., Glazman I. M., Teoriya lineinykh operatorov v gilbertovom prostranstve, Nauka, M., 1966 | MR

[23] Akhmanov S. A., Dyakov Yu. E., Chirkin S. A., Vvedenie v statisticheskuyu radiofiziku i optiku, Nauka, M., 1981 | MR

[24] Virchenko Yu. P., Danilova L. P., “Grafy i simmetricheskie funktsii”, Itogi nauki tekhn. Sovr. mat. prilozh. Temat. obz., 174 (2020), 20–36 | DOI

[25] Virchenko Yu. P., Mazmanishvili A. S., “Statisticheskie svoistva funktsionala-svertki ot normalnogo markovskogo protsessa”, Dokl. AN USSR., 1988, no. 1, 14–16

[26] Virchenko Yu. P., Mazmanishvili A. S., “Raspredelenie veroyatnostei sluchainogo funktsionala-svertki ot normalnogo markovskogo protsessa”, Probl. peredachi inform., 26:3 (1990), 96–101 | Zbl

[27] Glazman I. M., Lyubich Yu. I., Konechnomernyi lineinyi analiz v zadachakh, Nauka, M., 1969 | MR

[28] Klyachko A. A., Solodyannikov Yu. V., “Vychislenie raspredeleniya svertki vinerovskogo protsessa”, Probl. peredachi inform., 21:4 (1985), 41–48 | MR

[29] Klyachko A. A., Solodyannikov Yu. V., “Vychislenie kharakteristicheskikh funktsii nekotorykh funktsionalov ot vinerovskogo protsessa i brounovskogo mosta”, Teor. ver. primen., 31:3 (1986), 569–573 | MR

[30] Levin B. R., Teoreticheskie osnovy statisticheskoi radiotekhniki, Radio i svyaz, M., 1989 | MR

[31] Mazmanishvili A. S., “Integralnye kvadratichnye funktsionaly, osnovannye na markovskom normalnom dvumernom pole, i ikh statistika”, Izv. vuzov. Radiofizyu, 43:6 (2000), 564–572 | MR

[32] Markushevich A. I., Teoriya analiticheskikh funktsii, GITTL, M.-L., 1950 | MR

[33] Pugachev V. S., Teoriya sluchainykh funktsii i ee primenenie k zadacham avtomaticheskogo upravleniya, Fizmatlit, M., 1960 | MR

[34] Arato M., Linear Stochastic Systems with Constant Coefficients. A Statistical Approach, Springer-Verlag, Berlin, 1982 | MR | Zbl

[35] Ibragimov I. A., Rozanov Yu. A., Gaussian Random Processes, Springer-Verlag, New York, 1978 | MR | Zbl

[36] Kac M., Ziegert A. J. F., “On the theory of noise in radio recievers with square law detector”, J. Appl. Phys., 18:4 (1947), 383–397 | DOI | MR

[37] Karhunen K., “Über linearen Methoden in der Wahrscheinlichkeitsrechnung”, Ann. Acad. Sci. Fenn. Ser. A., 1947, no. 37 | MR

[38] Lax M., Fluctuation and Coherence Phenomena in Classical and Quantum Physics, Gordon and Breach, New York, 1968

[39] Loéve M., Probability Theory, Van Nostrand, Princeton, New Jersey, 1955 | Zbl

[40] Lukacs E., Characteristic Functions, Hafner, New York, 1970 | MR

[41] Ruelle D., Statistical Mechanics. Rigorous Results, W.A.Benjamin, New York–Amsterdam, 1969 | MR | Zbl

[42] Simon B., The $P(\varphi)_2$ Euclidian (Quantum) Field Theory, Princeton Univ. Press, Princeton, New Jersey, 1974 | MR

[43] Simon B., Functional Integration and Quantum Physics, Academic Press, New York, 1979 | MR | Zbl

[44] Slepian D., “Fluctuation of random noise power”, Bell Syst. Techn. J., 37:1 (1958), 163–184 | DOI | MR

[45] Uhlenbeck G. E., Ornstein L. S., “On the theory of Brownian motion”, Phys. Rev., 36 (1930), 823–841 | DOI