6533b7d2fe1ef96bd125f703
RESEARCH PRODUCT
Gain-scheduled H-infinity observer design for nonlinear stochastic systems with time-delay and actuator saturation
Yanyan YinFei LiuHamid Reza KarimiPeng Shisubject
Nonlinear systemH-infinity methods in control theoryObserver (quantum physics)Stochastic modellingLinearizationControl theoryLinear systemInitial value problemRobust controlMathematicsdescription
In this paper, we propose a method for designing continuous gain-scheduled robust H ∞ observer on a class of extended stochastic nonlinear systems subject to time delay and actuator saturation. Initially, gradient linearization procedure is applied to describe such extended nonlinear systems into several model-based linear systems. Next, a robust linear H ∞ observer is designed to such linear stochastic models. Subsequently, a convex hull set is investigated and sufficient condition is derived in terms of feedback observer to determine whether a given initial condition belongs to an ellipsoid invariant set. Finally, continuous gain-scheduled approach is employed to design continuous nonlinear observers on the entire extended nonlinear jump system. A simulation example is given to illustrate the effectiveness of developed techniques.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2012-06-01 | 2012 American Control Conference (ACC) |