Model-based control of networked distributed systems with multi-rate state feedback updates

被引:14
|
作者
Garcia, Eloy [1 ]
Antsaklis, Panos [2 ]
机构
[1] Infoscitex Corp, Dayton, OH 45431 USA
[2] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN 46556 USA
关键词
multi-rate systems; networked control systems; distributed control; lifting techniques; QUASI-DECENTRALIZED CONTROL; PREDICTIVE CONTROL; STABILITY ANALYSIS; LINEAR-SYSTEMS;
D O I
10.1080/00207179.2013.787649
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 presents a model-based multi-rate control technique for stabilisation of uncertain discrete-time systems that transmit information through a limited bandwidth communication network. This model-based multi-rate approach is applied to two networked architectures. First, we discuss the implementation of a centralised control system with distributed sensing capabilities and, second, we address the problem of stabilisation of networks of coupled subsystems with distributed sensors and controllers. In both cases, we provide necessary and sufficient conditions for stability of the uncertain system with multi-rate model updates. Furthermore, we show that, in general, an important reduction of network bandwidth can be obtained using the multi-rate approach with respect to the single-rate implementations. Finally, an extension is provided that addresses restricted access to the communication channel.
引用
收藏
页码:1503 / 1517
页数:15
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