On Interval Observer Design for Continuous-Time LPV Switched Systems

被引:2
作者
Zammali, Chaima [1 ]
Van Gorp, Jeremy [1 ]
Raissi, Tarek [1 ]
机构
[1] HESAM Univ, CNAM, Cedr Lab, 292 Rue St Martin, F-75141 Paris 03, France
来源
ACTA CYBERNETICA | 2020年 / 24卷 / 03期
关键词
interval observer; continuous-time LPV switched systems; polytopic parameter dependence; Lyapunov theory; STATE ESTIMATION;
D O I
10.14232/actacyb.24.3.2020.14
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
State estimation for switched systems with time-varying parameters has received a great attention during the past decades. In this paper, a new approach to design an interval observer for this class of systems is proposed. The scheduling vector is described by a convex combination so that the varying parameters belong into polytopes. The considered system is also subject to measurement noise and state disturbances which are supposed to be unknown but bounded. The proposed method guarantees both cooperativity and Input to State Stability (ISS) of the upper and lower observation errors. Sufficient conditions are given in terms of Linear Matrix Inequalities (LMIs) using a common quadratic Lyapunov function. Finally, a numerical example is provided to show the effectiveness of the designed observer.
引用
收藏
页码:539 / 555
页数:17
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