Global stabilization via time-varying output-feedback for stochastic nonlinear systems with unknown growth rate

Abstract This paper considers the global stabilization via time-varying output-feedback for a class of stochastic nonlinear systems. Different from the related existing literature, the systems possess serious uncertainties/unknowns which are reflected in the uncertain control coefficient and the unknown growth rate of the unmeasured states dependent growth. To deal with these serious uncertainties/unknowns, a time-varying framework, rather than an adaptive one, is proposed in this paper since the latter has not been successfully employed in the topic. Detailedly, due to the absence of precise information on the control coefficient, time-varying K-filters are introduced to construct the unmeasured system states. By a delicate time-scaling transformation, a time-scaled entire system is derived, and from which, the design scheme of a time-varying output-feedback controller is developed by backstepping method and time-varying technique. It is shown that all signals of the resulting closed-loop system converge to zero a.s., and furthermore, when serious time-variations exist as well, it suffices to find a fast enough time-varying gain for the control design scheme. A simulation example is given to show the effectiveness of the theoretical results.

[1]  C. Qian,et al.  A generalized homogeneous domination approach for global stabilization of inherently nonlinear systems via output feedback , 2007 .

[2]  Miroslav Krstic,et al.  Stabilization of stochastic nonlinear systems driven by noise of unknown covariance , 2001, IEEE Trans. Autom. Control..

[3]  W. Dayawansa,et al.  Global stabilization by output feedback: examples and counterexamples , 1994 .

[4]  Wei Lin,et al.  Output feedback control of a class of nonlinear systems: a nonseparation principle paradigm , 2002, IEEE Trans. Autom. Control..

[5]  Iasson Karafyllis,et al.  Non‐uniform stabilization of control systems , 2002 .

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

[7]  Miroslav Krstic,et al.  Output-feedback stochastic nonlinear stabilization , 1999, IEEE Trans. Autom. Control..

[8]  Murat Arcak,et al.  Constructive nonlinear control: a historical perspective , 2001, Autom..

[9]  Xue-Jun Xie,et al.  Output-Feedback Stabilization of Stochastic High-Order Nonlinear Systems under Weaker Conditions , 2011, SIAM J. Control. Optim..

[10]  Miroslav Krstic,et al.  Nonlinear and adaptive control de-sign , 1995 .

[11]  Jifeng Zhang,et al.  Output‐feedback control of a class of stochastic nonlinear systems with linearly bounded unmeasurable states , 2008 .

[12]  Wei Lin,et al.  Global regulation of a class of uncertain nonlinear systems using output feedback , 2003, Proceedings of the 2003 American Control Conference, 2003..

[13]  Ji-Feng Zhang,et al.  Reduced-order observer-based control design for nonlinear stochastic systems , 2004, Syst. Control. Lett..

[14]  Tamer Basar,et al.  Risk-sensitive adaptive trackers for strict-feedback systems with output measurements , 2002, IEEE Trans. Autom. Control..

[15]  Zhong-Ping Jiang,et al.  Small-gain theorem for ISS systems and applications , 1994, Math. Control. Signals Syst..

[16]  Zhong-Ping Jiang,et al.  A unifying framework for global regulation via nonlinear output feedback: from ISS to iISS , 2004, IEEE Transactions on Automatic Control.

[17]  Yungang Liu,et al.  Output-feedback Control for a Class of Uncertain Nonlinear Systems with Linearly Unmeasured States Dependent Growth , 2009 .

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

[19]  Zhong-Ping Jiang,et al.  Linear output feedback with dynamic high gain for nonlinear systems , 2004, Syst. Control. Lett..

[20]  Radom Pongvuthithum,et al.  A Time-Varying Feedback Approach for Triangular Systems with Nonlinear Parameterization , 2009, SIAM J. Control. Optim..

[21]  Yungang Liu,et al.  Global stabilization by output feedback for a class of nonlinear systems with uncertain control coefficients and unmeasured states dependent growth , 2008, Science in China Series F: Information Sciences.

[22]  L. Arnold Stochastic Differential Equations: Theory and Applications , 1992 .

[23]  Wei Lin,et al.  A continuous feedback approach to global strong stabilization of nonlinear systems , 2001, IEEE Trans. Autom. Control..

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

[25]  R. Khasminskii Stochastic Stability of Differential Equations , 1980 .

[26]  Yungang Liu,et al.  Global Asymptotic Regulation via Time-Varying Output Feedback for a Class of Uncertain Nonlinear Systems , 2013, SIAM J. Control. Optim..

[27]  Wei Lin,et al.  Universal adaptive control of nonlinear systems with unknown growth rate by output feedback , 2006, Autom..

[28]  Ji-Feng Zhang,et al.  Global output-feedback stabilization for a class of stochastic non-minimum-phase nonlinear systems , 2008, Autom..