Control strategy for networked control systems with time delay and packet dropout using linear matrix inequalities

被引:6
|
作者
Wang, Zhaohong [1 ]
Fukushima, Seiji [1 ]
机构
[1] Kagoshima Univ, Grad Sch Sci & Engn, Kagoshima, Japan
关键词
Networked control system; Time delay; Packet dropout; Model predictive control; STABILITY; MPC;
D O I
10.1186/s13638-019-1556-4
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A control strategy using linear matrix inequalities towards time delay and stochastic packet dropout of networked control system is proposed in this paper. First, a reconfigured target plant of networked control system is built based on a linear time-invariant target. Before discretization of target plant, a Pade approximation is employed towards the time delay segment of reconfigured target plant, while zero-order holder compensator and an estimator are employed for packet dropout of control input and measured output, respectively. Then the control target is reformed as a programming problem of an uncertain time-variant multi-parametric state space. In order to deal with such problem, herein the time-variant state space is rewritten as a linear parametric-varying prediction model by enumerating all possible occasions. Afterwards, a novel robust model predictive controller is proposed as a constrained minimax optimization of the predictive cost function. Finally, we present two simulations based on an aircraft model and a second-order numeric model, by which step responses and explicit solutions are derived, performed and analysed. Simulation results demonstrate both the stability and robustness of the proposed control strategy.
引用
收藏
页数:11
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