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首页> 外文期刊>Circuits, systems and signal processing >Quantized Fault Detection Filter Design for Networked Control System with Markov Jump Parameters
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Quantized Fault Detection Filter Design for Networked Control System with Markov Jump Parameters

机译:带马尔可夫跳跃参数的网络控制系统量化故障检测滤波器设计

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摘要

In this paper, the design problem of fault detection filter for a class of networked control system subject to Markov jump parameters, randomly occurring uncertainties, sensor faults and packet dropouts by using state feedback control is investigated. The fault detection filter is used as an optimal residual generator that generates the residual signal and also guarantees the sensitivity of residual signal to the faults. To be more specific, a suitable threshold is selected for the residual evaluation function to reduce the error between the sensor faults and the residual signal. Further, by employing a fault detection technique along with output quantization approach, a new set of sufficient conditions is derived to ensure the stochastic stabilization of the addressed system with sensor faults under a predefined H-infinity performance level. Particularly, by constructing Lyapunov-Krasovskii functional and utilizing extended Wirtinger-based single integral inequality, the required sufficient conditions are derived in terms of linear matrix inequalities for getting the required result. At last, two numerical examples including high alpha research vehicle model are presented to demonstrate the usefulness of our developed results.
机译:在本文中,研究了通过使用状态反馈控制,对Markov Jump参数,随机发生的不确定性,随机的不确定性,传感器故障和分组丢失进行了一类网络控制系统的故障检测滤波器的设计问题。故障检测滤波器用作最佳剩余发电机,产生残差信号,也可以保证残留信号对故障的灵敏度。更具体地,选择合适的阈值用于残余评估功能,以减少传感器故障和残差之间的误差。此外,通过采用故障检测技术以及输出量化方法,导出了一组新的充足条件,以确保在预定义的H-Infinity性能水平下具有传感器故障的寻址系统随机稳定。特别地,通过构建Lyapunov-Krasovskii功能和利用基于延伸的丝网的单一积分不等式,所需的足够条件是在用于获得所需结果的线性矩阵不等式方面导出。最后,提出了两个数值例子,包括高alpha研究车辆模型,以展示我们发达的结果的有用性。

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