Real-time reachable set estimation for linear time-delay systems based on zonotopes

被引:7
|
作者
Li, Tuochen [1 ]
Zheng, Cunxi [1 ]
Feng, Zhiguang [2 ]
Dinh, Thach N. [3 ]
Raïssi, Tarek [3 ]
机构
[1] Harbin Engn Univ, Sch Econ & Management, Harbin, Peoples R China
[2] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
[3] Cedric Lab, Conservatoire Natl Arts & Metiers CNAM, Paris, France
关键词
Reachable set estimation; time-delay; zonotope; OBSERVER DESIGN;
D O I
10.1080/00207721.2023.2189534
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 paper considers reachable set estimation for discrete-time linear time-delay systems. With the assumption that the unknown initial condition and disturbances are bounded by zonotopes, three zonotope-based methods are proposed to estimate the real-time reachable sets. We find that the couplings in the time-delay systems lead to conservative estimation results and propose a reachable set estimation method based on state augmentation. The augmentation-based method can reduce the conservatisms caused by the time-delay and achieve more accurate reachable set estimation. Simulation results demonstrate the performances of the proposed methods.
引用
收藏
页码:1639 / 1647
页数:9
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