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Quadratic Stabilization of Discrete-Time Uncertain Nonlinear Multi-Model Systems using Piecewise A ne State-Feedback
| Content Provider | Semantic Scholar |
|---|---|
| Author | Slupphaug, Olav Foss, Bjarne A. |
| Copyright Year | 1998 |
| Abstract | In this paper a method for nonlinear robust stabilization based on solving a bilinear matrix inequality (BMI) feasibility problem is developed. Robustness against model uncertainty is handled. In different non-overlapping regions of the state-space known as clusters the plant is assumed to be an element in a polytope which vertices (local models) are a ne systems. In the clusters containing the origin in their closure, the local models are restricted to being linear systems. The clusters cover the region of interest in the state-space. An a ne state-feedback is associated with each cluster. By utilizing the a nity of the local models and the state-feedback, a set of linear matrix inequalities (LMIs) combined with a single nonconvex BMI are obtained which, if feasible, guarantee quadratic stability of the origin of the closed-loop. The feasibility problem is attacked by a branch-andbound based global approach. If the feasibility check is successful, the Liapunov matrix and the piecewise a ne state-feedback are given directly by the feasible solution. Control constraints are shown to be representable by LMIs or BMIs, and an application of the control design method to robustify constrained nonlinear model predictive control is presented. Also, the control design method is applied to a simple example. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www.itk.ntnu.no/ansatte/Slupphaug_Olav/papers/paperIJC_quadstab.ps |
| Alternate Webpage(s) | http://www.itk.ntnu.no/ansatte/Foss_Bjarne/pubs/journals/journal-21.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
