Global stabilizing control for a class of stochastic high-order nonlinear systems with unknown control direction

This paper considers the global stabilization for a class of stochastic high-order nonlinear systems which is in the more general form than the existing works. For details, on one hand, the considered systems accord with the high-order nonlinear system models which allow the higher system nonlinearities and is the general form of the strict-feedback systems. On the other hand, the most distinct characteristic of the systems lies in the unknown control direction, that is, the sign of the control gain is uncertain. By skillfully employing the Nussbaum function based design technique and the method of adding a power integrator, which is based on the idea of the stable domain, an effective stabilizing control design scheme is successfully presented. Under the obtained controller, it is shown that all the closed-loop system states are bounded, and especially the original system states converge to the origin, both in the sense of probability one.

[1]  Kai Liu Stochastic Stability of Differential Equations in Abstract Spaces , 2019 .

[2]  Shuzhi Sam Ge,et al.  Adaptive Neural Network Tracking Control of MIMO Nonlinear Systems With Unknown Dead Zones and Control Directions , 2009, IEEE Transactions on Neural Networks.

[3]  Shugang Li,et al.  Razumikhin–Nussbaum‐lemma‐based adaptive neural control for uncertain stochastic pure‐feedback nonlinear systems with time‐varying delays , 2013 .

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

[6]  Jianbin Qiu,et al.  Universal Fuzzy Models and Universal Fuzzy Controllers for Stochastic Nonaffine Nonlinear Systems , 2013, IEEE Transactions on Fuzzy Systems.

[7]  W. Zhang,et al.  State Feedback H_∞Control for a Class of Nonlinear Stochastic Systems , 2009 .

[8]  Xun Yu Zhou,et al.  Stochastic Linear Quadratic Regulators with Indefinite Control Weight Costs. II , 2000, SIAM J. Control. Optim..

[9]  Caixia Sun,et al.  Average Consensus Problems in Networks of Agents with Fixed and Switching Topology and Unknown Control Direction , 2014 .

[10]  YunGang Liu,et al.  Global Practical Tracking for High-Order Uncertain Nonlinear Systems with Unknown Control Directions , 2010, SIAM J. Control. Optim..

[11]  Jie Tian,et al.  Adaptive state-feedback stabilization of high-order stochastic systems with nonlinear parameterization , 2009, Autom..

[12]  Jun Hu,et al.  Robust Sliding Mode Control for Discrete Stochastic Systems With Mixed Time Delays, Randomly Occurring Uncertainties, and Randomly Occurring Nonlinearities , 2012, IEEE Transactions on Industrial Electronics.

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

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

[15]  Yungang Liu,et al.  Output feedback control design for strict-feedback stochastic nonlinear systems under a risk-sensitive cost , 2003, IEEE Trans. Autom. Control..

[16]  Xuerong Mao,et al.  The improved LaSalle-type theorems for stochastic functional differential equations , 2006 .

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

[18]  Shengyuan Xu,et al.  Neural-Network-Based Decentralized Adaptive Output-Feedback Control for Large-Scale Stochastic Nonlinear Systems , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[19]  H. Kushner Stochastic Stability and Control , 2012 .

[20]  Xuerong Mao,et al.  Stochastic Differential Equations With Markovian Switching , 2006 .

[21]  Xiaowu Mu,et al.  Stabilization for a Class of Stochastic Nonlinear Systems via Output Feedback , 2008, IEEE Transactions on Automatic Control.

[22]  Jian Zhang,et al.  Nonsmooth Adaptive Control Design for a Large Class of Uncertain High-Order Stochastic Nonlinear Systems , 2012 .

[23]  Miroslav Krstic,et al.  Stabilization of Nonlinear Uncertain Systems , 1998 .

[24]  K. Loparo,et al.  Stochastic stability properties of jump linear systems , 1992 .

[25]  Xudong Ye,et al.  Adaptive nonlinear output-feedback control with unknown high-frequency gain sign , 2001, IEEE Trans. Autom. Control..

[26]  Xin Yu,et al.  State-Feedback Control of High-Order Stochastic Nonlinear Systems with SiISS Inverse Dynamics , 2011, IEEE Transactions on Automatic Control.

[27]  Shaocheng Tong,et al.  Adaptive Fuzzy Decentralized Output Stabilization for Stochastic Nonlinear Large-Scale Systems With Unknown Control Directions , 2014, IEEE Transactions on Fuzzy Systems.

[28]  Weihai Zhang,et al.  State Feedback HINFINITY Control for a Class of Nonlinear Stochastic Systems , 2006, SIAM J. Control. Optim..

[29]  Jun Hu,et al.  Robust Sliding Mode Control for Discrete Stochastic Systems with Mixed Time-delays , Randomly Occurring Uncertainties and Nonlinearities , 2011 .

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

[31]  P. Florchinger Lyapunov-Like Techniques for Stochastic Stability , 1995 .

[32]  Wang,et al.  Fuzzy Adaptive Control of Stochastic Nonlinear Systems with Unknown Virtual Control Gain Function , 2006 .

[33]  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).

[34]  Xue‐Jun Xie,et al.  Backstepping controller design for a class of stochastic nonlinear systems with Markovian switching , 2008, CCC 2008.