Ergodicity of hypoelliptic SDEs driven by fractional Brownian motion

被引:35
|
作者
Hairer, M. [1 ,2 ]
Pillai, N. S. [3 ]
机构
[1] Univ Warwick, Math Inst, Coventry CV4 7AL, W Midlands, England
[2] NYU, Courant Inst, New York, NY USA
[3] Univ Warwick, CRiSM, Coventry CV4 7AL, W Midlands, England
基金
英国工程与自然科学研究理事会;
关键词
Ergodicity; Fractional Brownian motion; Hormander's theorem; DIFFERENTIAL-EQUATIONS DRIVEN; MALLIAVIN CALCULUS;
D O I
10.1214/10-AIHP377
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We demonstrate that stochastic differential equations (SDEs) driven by fractional Brownian motion with Hurst parameter H > 1/2 have similar ergodic properties as SDEs driven by standard Brownian motion. The focus in this article is on hypoelliptic systems satisfying Hormander's condition. We show that such systems enjoy a suitable version of the strong Feller property and we conclude that under a standard controllability condition they admit a unique stationary solution that is physical in the sense that it does not "look into the future." The main technical result required for the analysis is a bound on the moments of the inverse of the Malliavin covariance matrix, conditional on the past of the driving noise.
引用
收藏
页码:601 / 628
页数:28
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