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
  • [21] Approximate models for nonlinear process control
    Sentoni, G
    Agamennoni, O
    Desages, A
    Romagnoli, J
    AICHE JOURNAL, 1996, 42 (08) : 2240 - 2250
  • [22] Approximate models for nonlinear process control
    Universidad Nacional del Sur, Blanca, Argentina
    AIChE J, 8 (2240-2250):
  • [23] Symbolic Models and Control of Discrete-Time Piecewise Affine Systems: An Approximate Simulation Approach
    Pola, Giordano
    Di Benedetto, Maria Domenica
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (01) : 175 - 180
  • [24] Symbolic Models for Networks of Control Systems
    Pola, Giordano
    Pepe, Pierdomenico
    Di Benedetto, Maria Domenica
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (11) : 3663 - 3668
  • [25] Adaptive Control Using Neural Networks and Approximate Models for Nonlinear Dynamic Systems
    El Hamidi, Khadija
    Mjahed, Mostafa
    El Kari, Abdeljalil
    Ayad, Hassan
    MODELLING AND SIMULATION IN ENGINEERING, 2020, 2020 (2020)
  • [26] Symbolic control design of nonlinear systems with outputs
    Pola, Giordano
    Di Benedetto, Maria Domenica
    Borri, Alessandro
    AUTOMATICA, 2019, 109
  • [27] A Symbolic Software Package for Nonlinear Control Systems
    Kotta, Uelle
    Tonso, Maris
    Belikov, Juri
    Kaldmaee, Arvo
    Kaparin, Vadim
    Shumsky, Alexey Ye.
    Zhirabok, Alexey N.
    2013 INTERNATIONAL CONFERENCE ON PROCESS CONTROL (PC), 2013, : 101 - 106
  • [28] Symbolic models for linear control systems with disturbances
    Pola, Giordano
    Tabuada, Paulo
    PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 5823 - 5828
  • [29] Approximate Supervisory Control of Nonlinear Systems with Outputs
    Pola, Giordano
    Di Benedetto, Maria Domenica
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [30] Approximate feedback control for uncertain nonlinear systems
    Wu, W
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1999, 38 (04) : 1420 - 1431