残余物
计算机科学
马尔可夫链
带宽(计算)
故障检测与隔离
控制理论(社会学)
协议(科学)
无线传感器网络
分布式计算
马尔可夫过程
实时计算
数学
算法
控制(管理)
计算机网络
统计
机器学习
病理
医学
人工智能
执行机构
替代医学
作者
Cheng Gong,Guopu Zhu,Peng Shi,Ramesh K. Agarwal
出处
期刊:IEEE Transactions on Circuits and Systems I-regular Papers
[Institute of Electrical and Electronics Engineers]
日期:2021-06-08
卷期号:68 (8): 3422-3435
被引量:20
标识
DOI:10.1109/tcsi.2021.3084969
摘要
This paper addresses the problem of simultaneous fault detection and control (SFDC) for Markov jump systems (MJSs) over sensor networks. In order to save the bandwidth of the network, round-Robin protocol is adopted for the communication between the sensors and fault detection filter. First, to fully utilize the data of sensor networks, a new distributed system is developed especially for SFDC, and a residual system, which integrates the MJSs with the distributed SFDC system, is also established. Then, by constructing a mode-dependent Lyapunov functional, the conditions for distributed SFDC are derived, which can make the residual system asymptotically mean-square stable and meanwhile satisfy the prescribed H ∞ performance requirements. Finally, comparison analyses are made by examples to illustrate the effectiveness and superiority of the proposed new design approach.
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