A Three-Step Interval Estimation Method for Discrete-Time Linear Switched Systems

被引：0
|
作者：
Wang, Zhenhua [1 ]
Liu, Xinyang [1 ]
Raissi, Tarek [2 ]
Shen, Yi [1 ]
机构：
[1] Harbin Inst Technol, Sch Astronaut, Harbin, Peoples R China
[2] Conservatoire Natl Arts & Metiers CNAM, Cedr Lab, Paris, France
来源：
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL | 2025年
基金：
中国国家自然科学基金;
关键词：
interval estimation; observer design; optimization; switched systems; STATE ESTIMATION; OBSERVER DESIGN;
D O I：
10.1002/rnc.7949
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 proposes a three-step interval estimation method in the framework of optimization for discrete-time switched systems. The proposed method is realized based on the observers design via reachability analysis and measurement update. To obtain interval estimation, a peak-to-peak index is used to improve the robustness caused by disturbances and noise. The calculation of zonotopes and boxes is used for reachability analysis. A new iterative algorithm is proposed to reduce computational complexity. For improving estimation accuracy, a method of 1-norm optimization is proposed, which can reduce the conservatism of computing intersections.
引用
收藏
页数：12
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