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具有随机数据包丢失的网络系统的鲁棒H无穷控制

Robust H infinity control for networked systems with random packet losses.

作者信息

Wang Zidong, Yang Fuwen, Ho Daniel W C, Liu Xiaohui

机构信息

Department of Information Systems and Computing, Brunel University, UB8 3PH Middlesex, UK.

出版信息

IEEE Trans Syst Man Cybern B Cybern. 2007 Aug;37(4):916-24. doi: 10.1109/tsmcb.2007.896412.

Abstract

In this paper, the robust H infinity control problem is considered for a class of networked systems with random communication packet losses. Because of the limited bandwidth of the channels, such random packet losses could occur, simultaneously, in the communication channels from the sensor to the controller and from the controller to the actuator. The random packet loss is assumed to obey the Bernoulli random binary distribution, and the parameter uncertainties are norm-bounded and enter into both the system and output matrices. In the presence of random packet losses, an observer-based feedback controller is designed to robustly exponentially stabilize the networked system in the sense of mean square and also achieve the prescribed H infinity disturbance-rejection-attenuation level. Both the stability-analysis and controller-synthesis problems are thoroughly investigated. It is shown that the controller-design problem under consideration is solvable if certain linear matrix inequalities (LMIs) are feasible. A simulation example is exploited to demonstrate the effectiveness of the proposed LMI approach.

摘要

本文针对一类具有随机通信数据包丢失的网络系统,研究了鲁棒H无穷控制问题。由于信道带宽有限,这种随机数据包丢失可能同时发生在从传感器到控制器以及从控制器到执行器的通信信道中。假设随机数据包丢失服从伯努利随机二元分布,且参数不确定性是范数有界的,并同时进入系统矩阵和输出矩阵。在存在随机数据包丢失的情况下,设计了一种基于观测器的反馈控制器,以在均方意义下使网络系统鲁棒指数稳定,并达到规定的H无穷干扰抑制衰减水平。对稳定性分析和控制器综合问题都进行了深入研究。结果表明,如果某些线性矩阵不等式(LMI)是可行的,则所考虑的控制器设计问题是可解的。通过一个仿真例子说明了所提出的LMI方法的有效性。

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