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2012 IEEE 51st IEEE Conference on Decision and Control (CDC)

DOI: 10.1109/cdc.2012.6425954

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Almost sure and moment stability properties of LTI stochastic dynamic systems driven by fractional Brownian motion

Proceedings article published in 2012 by Caibin Zeng, YangQuan Chen ORCID, Qigui Yang
This paper is available in a repository.
This paper is available in a repository.

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Abstract

We deal with the stability problem of the scalar linear time invariant (LTI) stochastic system driven by fractional Brownian motion (fBm). Firstly, the necessary and sufficient conditions are provided for the almost sure asymptotic stability and pth moment asymptotic stability by means of the largest Lyapunov exponent and the Lyapunov exponent of the pth mean, respectively. Furthermore, we obtain the large deviations results for this fractional process. It has been shown that the Hurst parameter affects the stability conclusions and the large deviations. Interestingly, the large deviations always happen for the considered system when 1/2