TY - JOUR
T1 - State-feedback H∞ control for stochastic time-delay nonlinear systems with state and disturbance-dependent noise
AU - Li, Huiping
AU - Shi, Yang
PY - 2012/10/1
Y1 - 2012/10/1
N2 - This article focuses on the state-feedback H∞ control problem for the stochastic nonlinear systems with state and disturbance-dependent noise and time-varying state delays. Based on the maxmin optimisation approach, both the delay-independent and the delay-dependent Hamilton-Jacobi-inequalities (HJIs) are developed for synthesising the state-feedback H∞ controller for a general type of stochastic nonlinear systems. It is shown that the resulting control system achieves stochastic stability in probability and the prescribed disturbance attenuation level. For a class of stochastic affine nonlinear systems, the delay-independent as well as delay-dependent matrix-valued inequalities are proposed; the resulting control system satisfies global asymptotic stability in the mean-square sense and the required disturbance attenuation level. By modelling the nonlinearities as uncertainties in corresponding stochastic time-delay systems, the sufficient conditions in terms of a linear matrix inequality (LMI) and a bilinear matrix inequality (BMI) are derived to facilitate the design of the state-feedback H∞ controller. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed methods.
AB - This article focuses on the state-feedback H∞ control problem for the stochastic nonlinear systems with state and disturbance-dependent noise and time-varying state delays. Based on the maxmin optimisation approach, both the delay-independent and the delay-dependent Hamilton-Jacobi-inequalities (HJIs) are developed for synthesising the state-feedback H∞ controller for a general type of stochastic nonlinear systems. It is shown that the resulting control system achieves stochastic stability in probability and the prescribed disturbance attenuation level. For a class of stochastic affine nonlinear systems, the delay-independent as well as delay-dependent matrix-valued inequalities are proposed; the resulting control system satisfies global asymptotic stability in the mean-square sense and the required disturbance attenuation level. By modelling the nonlinearities as uncertainties in corresponding stochastic time-delay systems, the sufficient conditions in terms of a linear matrix inequality (LMI) and a bilinear matrix inequality (BMI) are derived to facilitate the design of the state-feedback H∞ controller. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed methods.
KW - delay-dependent conditions
KW - delay-independent conditions
KW - Hamilton-Jacobi-inequality
KW - Lyapunov-Krasovskii functional
KW - state-feedback H∞ control
KW - stochastic nonlinear system
KW - time-varying delays
UR - http://www.scopus.com/inward/record.url?scp=84865785733&partnerID=8YFLogxK
U2 - 10.1080/00207179.2012.691181
DO - 10.1080/00207179.2012.691181
M3 - 文章
AN - SCOPUS:84865785733
SN - 0020-7179
VL - 85
SP - 1515
EP - 1531
JO - International Journal of Control
JF - International Journal of Control
IS - 10
ER -