Model-Based Networked Control System Stability Based on Packet Drop Distributions

被引:2
|
作者
Teng, Lanzhi [1 ]
Wen, Peng [1 ]
Xiang, Wei [1 ]
机构
[1] Univ So Queensland, Fac Engn & Surveying, Toowoomba, Qld 4350, Australia
关键词
Packet Drop Distribution; Model-Based Networked Control System; System Stability;
D O I
10.1109/ICARCV.2008.4795567
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper studies the system stability of a Model-Based Networked Control System in the cases where packet losses follow a certain distributions. In this study, the unreliable nature of network links is modelled as a stochastic process. This process provides us two system structures, representing packets dropped and received respectively. This new system with two structures is asymptotically stable, if the plant model is updated with the data from plant within the maximum interval and the packet drop follows discrete distributions with finite expectations such as Uniform Distribution and Bernoulli distribution. If the packet loss follows discrete distributions with infinite expectation such as Poissonian Distribution, the stochastic system is stable when the biggest interval is limited to the maximal update time interval. These results are verified in simulations.
引用
收藏
页码:488 / 493
页数:6
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