Finite-time stabilization for a class of stochastic nonlinear systems with stochastic inverse dynamics

In this paper, finite-time stabilization is investigated for a class of stochastic nonlinear systems with stochastic inverse dynamics. Different from the existing works about finite-time control, we give a new finite-time stability theorem for a weak solution. Under the assumption that stochastic inverse dynamics is stochastic input-to-state stable, a finite-time controller is constructively designed by the methods of backstepping and changing supply function. The closed-loop system is proved to be globally finite-time stable in probability. One simulation example is given to illustrate the efficiency of the proposed design procedure.

[1]  G. Kallianpur Stochastic differential equations and diffusion processes , 1981 .

[2]  T. Basar,et al.  Backstepping controller design for nonlinear stochastic systems under a risk-sensitive cost criterion , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[3]  Junyong Zhai,et al.  Finite-time state-feedback control for a class of stochastic high-order nonlinear systems , 2015, Int. J. Comput. Math..

[4]  Ji-Feng Zhang,et al.  Practical Output-Feedback Risk-Sensitive Control for Stochastic Nonlinear Systems with Stable Zero-Dynamics , 2006, SIAM J. Control. Optim..

[5]  Ji Li,et al.  Global finite-time stabilization by output feedback for planar systems without observable linearization , 2005, IEEE Transactions on Automatic Control.

[6]  Suiyang Khoo,et al.  Global finite-time stabilisation for a class of stochastic nonlinear systems by output feedback , 2015, Int. J. Control.

[7]  Dennis S. Bernstein,et al.  Finite-Time Stability of Continuous Autonomous Systems , 2000, SIAM J. Control. Optim..

[8]  Zhong-Ping Jiang,et al.  Decentralized adaptive output-feedback stabilization for large-scale stochastic nonlinear systems , 2007, Autom..

[9]  Ioannis Karatzas,et al.  Brownian Motion and Stochastic Calculus , 1987 .

[10]  Yungang Liu,et al.  Global stability and stabilization of more general stochastic nonlinear systems , 2014 .

[11]  L. Rogers Stochastic differential equations and diffusion processes: Nobuyuki Ikeda and Shinzo Watanabe North-Holland, Amsterdam, 1981, xiv + 464 pages, Dfl.175.00 , 1982 .

[12]  Ruth J. Williams,et al.  Stabilization of stochastic nonlinear systems driven by noise of unknown covariance , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[13]  Zhong-Ping Jiang,et al.  Finite-Time Stabilization of Nonlinear Systems With Parametric and Dynamic Uncertainties , 2006, IEEE Transactions on Automatic Control.

[14]  X. Mao,et al.  Stochastic Differential Equations and Applications , 1998 .

[15]  Zhihong Man,et al.  Finite-time stabilization of stochastic nonlinear systems in strict-feedback form , 2013, Autom..

[16]  T. Başar,et al.  Stochastic stability of singularly perturbed nonlinear systems , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[17]  Jifeng Zhang,et al.  A notion of stochastic input-to-state stability and its application to stability of cascaded stochastic nonlinear systems , 2008 .

[18]  Xin Yu,et al.  Output Feedback Regulation of Stochastic Nonlinear Systems With Stochastic iISS Inverse Dynamics , 2010, IEEE Transactions on Automatic Control.

[19]  Xue-Jun Xie,et al.  Adaptive backstepping controller design using stochastic small-gain theorem , 2007, Autom..

[20]  Zhong-Ping Jiang,et al.  A Lyapunov formulation of the nonlinear small-gain theorem for interconnected ISS systems , 1996, Autom..

[21]  Eduardo Sontag Smooth stabilization implies coprime factorization , 1989, IEEE Transactions on Automatic Control.

[22]  M. Krstić,et al.  Stochastic nonlinear stabilization—I: a backstepping design , 1997 .

[23]  Zhihong Man,et al.  Finite-time stability and instability of stochastic nonlinear systems , 2011, Autom..