Networked min-max model predictive control of constrained nonlinear systems with delays and packet dropouts

被引:41
作者
Li, Huiping [1 ]
Shi, Yang [1 ]
机构
[1] Univ Victoria, Dept Mech Engn, Victoria, BC V8W 2Y2, Canada
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
constrained systems; nonlinear control; networked control systems; time delay; packet dropout; model predictive control; input-to-state practical stability; TO-STATE STABILITY; STOCHASTIC-SYSTEMS; TERMINAL REGION; INPUT;
D O I
10.1080/00207179.2012.751628
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 article investigates a class of constrained nonlinear networked control systems (NCSs) subject to external disturbances, input and state constraints and network-induced constraints. From a practical perspective, the network-induced constraints considered include the time delays and packet dropouts on both the sensor-to-controller (S-C) channel and the controller-to-actuator (C-A) channel simultaneously. The minmax model predictive control method is proposed to design the control packets by incorporating the external disturbances into the optimisation problem. Moreover, the input-to-state practical stability of the resulting nonlinear NCS is established by constructing a novel Lyapunov function. Finally, the simulation results and the comparison studies are presented to demonstrate the effectiveness and improvement of the proposed method.
引用
收藏
页码:610 / 624
页数:15
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