Abstract
This paper estimates the probability of an event that a continuous random process first reaches a desired level on a given interval of the independent variable. The results are specified for Gaussian processes. An example of numerical bounds is given.
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Semakov, S.L., First Arrival of a Random Process on the Boundary, Autom. Remote Control, 1988, vol. 49, no. 6, pp. 757–764.
Pontryagin, L.S., Andronov, A.A., and Vitt, A.A., On Statistical Treatment of Dynamic Systems, Zh. Eksperim. Teor. Fiz., 1933, vol. 3, no. 3, pp. 165–180
Semakov, S.L., Vybrosy sluchainykh protsessov: prilozheniya v aviatsii (Overshoots of Random Processes: Applications in Aeronautics), Moscow: Nauka, 2005.
Semakov, S.L., Using the Well-Known Solution of One Problem on Reaching the Boundary by a Non- Markovian Process for Estimating the Probability of Successful Aircraft Landing, Izv. Ross. Akad. Nauk, Teor. Sist. Upravlen., 1996, no. 2, pp. 139–145.
Semakov, S.L., Estimating the Probability that a Multidimensional Random Process Reaches the Boundary of a Region, Autom. Remote Control, 2015, vol. 76, no. 4, pp. 613–626.
Semakov, S.L., The Probability of First Reaching a Desired Level by a Component of a Multidimensional Process on a Given Interval with Constraints Imposed on Other Components, Teor. Veroyatn. Primenen., 1989, vol. 34, no. 2, pp. 402–406.
Miroshin, R.N., Peresecheniya krivykh gaussovskimi protsessami (Intersection of Curves by Gaussian Processes), Leningrad: Leningr. Gos. Univ., 1981.
Berman, S., Excursions of Stationary Gaussian Processes above High Moving Barriers, Ann. Probab., 1973, vol. 1, no. 3, pp. 365–387.
Slepian, D., The One-Sided Barrier Problem for Gaussian Noise, Bell Syst. Techn. J., 1962, vol. 41, no. 2, pp. 463–501.
Semakov, S.L. and Semakov, I.S., Estimating the Probability of an Event Related to the Moment When a Random Process First Reaches a Given Level, Autom. Remote Control, 2018, vol. 79, no. 4, pp. 632–640.
Cramér, H. and Leadbetter, M.R., Stationary and Related Stochastic Processes: Sample Function Properties and Their Applications, New York: Wiley, 1967. Translated under the title Statsionarnye sluchainye protsessy, Moscow: Mir, 1969.
Rice, S.O., Mathematical Analysis of Random Noise, Bell Syst. Techn. J., 1945, vol. 24, no. 1, pp. 46–156.
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Russian Text © S.L. Semakov, I.S. Semakov, 2019, published in Avtomatika i Telemekhanika, 2019, No. 3, pp. 83–102.
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Semakov, S.L., Semakov, I.S. The Probability of First Reaching a Desired Level by a Random Process on a Given Interval. Autom Remote Control 80, 459–473 (2019). https://doi.org/10.1134/S0005117919030068
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DOI: https://doi.org/10.1134/S0005117919030068