On the stability of a differential Riccati equation for continuous-discrete observers

被引:5
|
作者
Boizot, Nicolas [1 ]
Busvelle, Eric [1 ]
机构
[1] Univ Toulon & Var, UMR CNRS 7296, Lab Sci Informat & Syst, La Garde, France
关键词
Riccati differential equation; extended Kalman filter; continuous-discrete systems; high-gain observers; NONLINEAR-SYSTEMS; OBSERVABILITY; GENERICITY; DESIGN;
D O I
10.1080/00207179.2015.1076937
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article deals with the stability properties of a continuous-discrete Riccati differential equation. The main motivation comes from the theory of Kalman filters for continuous-time nonlinear systems with sampled measurements, where this type of equation often arises. Stability is to be understood in the following sense: under appropriate hypotheses, the solution matrix is always symmetric positive definite and bounded from above and below. No uniformity is expected from the sampling procedure, only an upper bound on the elapsed time between consecutive samples is needed. The exposition consists of two parts. First, the stability properties are proven and second, by means of three examples, it is shown how the article's main result applies.
引用
收藏
页码:322 / 336
页数:15
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