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

被引:6
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
相关论文
共 38 条
  • [1] Guaranteed state estimation by zonotopes
    Alamo, T
    Bravo, JM
    Camacho, EF
    [J]. AUTOMATICA, 2005, 41 (06) : 1035 - 1043
  • [2] Set Propagation Techniques for Reachability Analysis
    Althoff, Matthias
    Frehse, Goran
    Girard, Antoine
    [J]. ANNUAL REVIEW OF CONTROL, ROBOTICS, AND AUTONOMOUS SYSTEMS, VOL 4, 2021, 2021, 4 : 369 - 395
  • [3] Computing reachable sets of hybrid systems using a combination of zonotopes and polytopes
    Althoff, Matthias
    Stursberg, Olaf
    Buss, Martin
    [J]. NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2010, 4 (02) : 233 - 249
  • [4] Robust MPC of constrained discrete-time nonlinear systems based on approximated reachable sets
    Bravo, J. M.
    Alamo, T.
    Camacho, E. F.
    [J]. AUTOMATICA, 2006, 42 (10) : 1745 - 1751
  • [5] Estimation and synthesis of reachable set for switched linear systems
    Chen, Yong
    Lam, James
    Zhang, Baoyong
    [J]. AUTOMATICA, 2016, 63 : 122 - 132
  • [6] Computational techniques for hybrid system verification
    Chutinan, A
    Krogh, BH
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (01) : 64 - 75
  • [7] Combastel C, 2005, IEEE DECIS CONTR P, P7228
  • [8] Zonotopes and Kalman observers: Gain optimality under distinct uncertainty paradigms and robust convergence
    Combastel, Christophe
    [J]. AUTOMATICA, 2015, 55 : 265 - 273
  • [9] Durieu C., 1996, IFAC P, V29, P3975
  • [10] Reachable set estimation for discrete-time switched system with application to time-delay system
    Fei, Zhongyang
    Guan, Chaoxu
    Shi, Peng
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 28 (06) : 2468 - 2483