Modeling and Control of Ito Stochastic Networked Control Systems With Random Packet Dropouts Subject to Time-Varying Sampling

被引:71
作者
Hu, Zhipei [1 ]
Deng, Feiqi [1 ]
Xing, Mali [1 ]
Li, Junhui [2 ]
机构
[1] South China Univ Technol, Syst Engn Inst, Guangzhou 510640, Guangdong, Peoples R China
[2] South China Univ Technol, Coll Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Input-delay approach; networked control systems; packet dropouts; stochastic systems; time-varying sampling; H-INFINITY CONTROL; OUTPUT-FEEDBACK; STABILITY ANALYSIS; STATE ESTIMATION; LINEAR-SYSTEMS; DELAY APPROACH; STABILIZATION;
D O I
10.1109/TAC.2017.2676986
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this note, we discuss the modeling and control of a class of Ito stochastic networked control systems (NCSs) with packet dropouts that are subject to time-varying sampling. The system under consideration is first modeled as a continuous-time system with input delay that is subject to double randomness via the input-delay approach. Then, by assuming the packet drop rate and recurring to the celebrated formula of total probability, an equivalent model which takes full advantage of probability distribution characteristics of both packet dropouts and sampling periods is established. In particular, the probability distribution values of the stochastic delay taking values in two given intervals can be explicitly obtained, which is of crucial importance to model and analyze the actual problem in NCSs. Based on that, robustly exponentially mean-square stability of the system with an H-infinity performance is guaranteed, an H-infinity controller design procedure is then proposed. Finally, a numerical simulation example is exploited to show the effectiveness and applicability of the results derived and some less conservative results are obtained.
引用
收藏
页码:4194 / 4201
页数:8
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