SYMBOLIC MODELS FOR NONLINEAR CONTROL SYSTEMS: ALTERNATING APPROXIMATE BISIMULATIONS

被引:108
|
作者
Pola, Giordano [1 ]
Tabuada, Paulo [1 ]
机构
[1] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
基金
美国国家科学基金会;
关键词
symbolic models; approximate bisimulation; alternating bisimulation; incremental stability; nonlinear systems; SUPERVISORY CONTROL; DISCRETE; AUTOMATA; GAMES;
D O I
10.1137/070698580
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Symbolic models are abstract descriptions of continuous systems in which symbols represent aggregates of continuous states. In the last few years there has been a growing interest in the use of symbolic models as a tool for mitigating complexity in control design. In fact, symbolic models enable the use of well-known algorithms in the context of supervisory control and algorithmic game theory for controller synthesis. Since the 1990s many researchers faced the problem of identifying classes of dynamical and control systems that admit symbolic models. In this paper we make further progress along this research line by focusing on control systems affected by disturbances. Our main contribution is to show that incrementally globally asymptotically stable nonlinear control systems with disturbances admit symbolic models.
引用
收藏
页码:719 / 733
页数:15
相关论文
共 50 条
  • [41] Symbolic Supervisory Control of Distributed Systems With Communications
    Kalyon, Gabriel
    Le Gall, Tristan
    Marchand, Herv
    Massart, Thierry
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (02) : 396 - 408
  • [42] Design of Symbolic Controllers for Networked Control Systems
    Borri, Alessandro
    Pola, Giordano
    Di Benedetto, Maria Domenica
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (03) : 1034 - 1046
  • [43] Multirate Symbolic Models for Incrementally Stable Switched Systems
    Saoud, Adnane
    Girard, Antoine
    IFAC PAPERSONLINE, 2017, 50 (01): : 9278 - 9284
  • [44] An integrated approach to the symbolic control design of nonlinear systems with infinite states specifications
    Borri, Alessandro
    Pola, Giordano
    Di Benedetto, M. Domenica
    49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 1528 - 1533
  • [45] Output feedback hierarchical control for nonlinear systems
    Yang, Kaihong
    Ji, Haibo
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2017, 27 (17) : 4089 - 4103
  • [46] Safety Controller Synthesis for Incrementally Stable Switched Systems Using Multiscale Symbolic Models
    Girard, Antoine
    Gossler, Gregor
    Mouelhi, Sebti
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (06) : 1537 - 1549
  • [47] Dynamic Event-triggered Approximate Optimal Control Strategy for Nonlinear Systems
    Cheng, Songsong
    Zhu, Mingjian
    Fu, Yuhui
    Fang, Xiaohan
    Fan, Yuan
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 20 (05) : 1418 - 1427
  • [48] Dynamic Event-triggered Approximate Optimal Control Strategy for Nonlinear Systems
    Songsong Cheng
    Mingjian Zhu
    Yuhui Fu
    Xiaohan Fang
    Yuan Fan
    International Journal of Control, Automation and Systems, 2022, 20 : 1418 - 1427
  • [49] An Approximate Optimal Tracking Control Algorithm of Nonlinear Systems for Sinusoidal Disturbances Rejection
    Gao, De-Xin
    Zhang, Wen-Wu
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 4680 - +
  • [50] The Predictive Control for a Class of Nonlinear Systems Based on Dynamic Approximate Hammerstein Model
    Hu Zhiqiang
    Hu Bo
    Liu Yong
    Wang Shigang
    Wang Ying
    Liu Siming
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 4218 - 4221