Embedding observers for polynomial dynamical systems

被引:1
|
作者
Gerbet, Daniel [1 ]
Roebenack, Klaus [1 ]
机构
[1] Tech Univ Dresden, Inst Regelungs & Steuerungstheorie, Fak Elektrotech & Informat Stechn, D-01062 Dresden, Germany
关键词
algebraic geometry; nonlinear observability; observer design; polynomial systems; GAIN NONLINEAR OBSERVER; OBSERVABILITY;
D O I
10.1515/auto-2023-0065
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Observers are used in a variety of control applications. This includes estimating a systems state, system parameters, or fault detection. Systematic observer design is applicable on basis of the observer- or observability normal form. While the former normal form is preferable because of the easier observer design, it exists for a smaller subset of dynamical systems than the latter one. For nonlinear systems the vector field in the observability normal form may possess singularities or may fail a Lipschitz condition. This can sometimes be avoided by embedding the system in a higher-dimensional state space. In this contribution this embedding and its implications are discussed for polynomial multiple input or output systems.
引用
收藏
页码:646 / 658
页数:13
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