Stabilization of linear systems over networks with bounded packet loss and its use in model predictive control

被引:50
作者
Ding, Baocang [1 ]
机构
[1] Chongqing Univ, Coll Automat, Chongqing 400044, Peoples R China
关键词
Networked control; Packet loss; Model predictive control; Stability; State feedback; MATRIX INEQUALITIES;
D O I
10.1016/j.automatica.2011.08.038
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 considers stabilization of discrete-time linear systems, where network exists for transmitting the sensor and controller information, and arbitrary bounded packet loss occurs in the sensor-controller link and the controller-actuator link. The stabilization of this system is transformed into the robust stabilization of a set of systems. The stability result for this system is specially applied on model predictive control (MPC) that explicitly considers the satisfaction of input and state constraints. Two synthesis approaches of MPC are presented, one parameterizing the infinite horizon control moves into a single state feedback law, the other into a free control move followed by the single state feedback law. Two simulation examples are given to illustrate the effectiveness of the proposed techniques. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2526 / 2533
页数:8
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