Open AccessBehavior of solution of stochastic difference equation with continuous time under additive fading noise
Author(s) -
Leonid Shaikhet
Publication year - 2022
Publication title -
discrete and continuous dynamical systems. series b
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.864
H-Index - 53
eISSN - 1553-524X
pISSN - 1531-3492
DOI - 10.3934/dcdsb.2021043
Subject(s) - mathematics , fading , mean square , noise (video) , sequence (biology) , matrix difference equation , square (algebra) , infinity , stochastic differential equation , mathematical analysis , differential equation , statistics , riccati equation , computer science , geometry , decoding methods , artificial intelligence , biology , image (mathematics) , genetics
Effect of additive fading noise on a behavior of the solution of a stochastic difference equation with continuous time is investigated. It is shown that if the zero solution of the initial stochastic difference equation is asymptotically mean square quasistable and the level of additive stochastic perturbations is given by square summable sequence, then the solution of a perturbed difference equation remains to be an asymptotically mean square quasitrivial. The obtained results are formulated in terms of Lyapunov functionals and linear matrix inequalities (LMIs). It is noted that the study of the situation, when an additive stochastic noise fades on the infinity not so quickly, remains an open problem.