Fuzzy constrained Min-Max model predictive control research of networked system via piecewise Lyapunov functions

被引:0
|
作者
Yu, Jimin [1 ]
Hu, Meichen [1 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Automat, Chongqing, Peoples R China
关键词
model predictive control (MPC); quantization; Markovian packet loss; piecewise Lyapunov functions; STABILITY ANALYSIS; LINEAR-SYSTEMS; DESIGN;
D O I
暂无
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 is mainly introduced with the fuzzy constrained Min-Max MPC of networked control systems, in fact Markovian data loss and quantization are applied in this system. The central idea of this article is to devise state feedback control law based on the fuzzy model to predict the minimize and the worst case objective function, therefore the optimal transient control performance could be obtained. Contemporaryly, the influences of Markovian packet data loss and quantization on the system performance are considered. In contrasted with common Lyapunov functions, piecewise Lyapunov functions are applied to reduce the conservatism of system. The simulation upshots are effectiveness.
引用
收藏
页码:3109 / 3114
页数:6
相关论文
共 50 条
  • [1] Fuzzy constrained min-max model predictive control based on piecewise lyapunov functions
    Zhang, Tiejun
    Feng, Gang
    Lu, Jianhong
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (04) : 686 - 698
  • [2] Fuzzy min-max model predictive control based on piecewise Lyapunov functions
    Zhang, Tiejun
    Feng, Gang
    [J]. Proceedings of the 24th Chinese Control Conference, Vols 1 and 2, 2005, : 1812 - 1818
  • [3] On the piecewise linear nature of constrained min-max model predictive control with bounded uncertainties
    Ramirez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 3620 - 3625
  • [4] On the piecewise linear nature of constrained min-max model predictive control with bounded uncertainties
    Ramírez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 2453 - 2458
  • [5] Networked min-max model predictive control of constrained nonlinear systems with delays and packet dropouts
    Li, Huiping
    Shi, Yang
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2013, 86 (04) : 610 - 624
  • [6] Min-max feedback model predictive control for constrained linear systems
    Scokaert, POM
    Mayne, DQ
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1998, 43 (08) : 1136 - 1142
  • [7] On the piecewise linear nature of Min-Max model predictive control with bounded uncertainties
    Ramírez, DR
    Camacho, EF
    [J]. PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 4845 - 4850
  • [8] Min-max model predictive control for constrained nonlinear systems via multiple LPV embeddings
    Zhao Min
    Li Ning
    Li ShaoYuan
    [J]. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2009, 52 (07): : 1129 - 1135
  • [9] Min-max model predictive control for constrained nonlinear systems via multiple LPV embeddings
    Min Zhao
    Ning Li
    ShaoYuan Li
    [J]. Science in China Series F: Information Sciences, 2009, 52 : 1129 - 1135