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Observer-based H∞ control for discrete-time stochastic systems with quantisation and random communication delays

机译:带有量化和随机通信时滞的离散时间随机系统的基于观测器的H∞控制

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摘要

In this study, the authors are concerned with the observer-based quantised H∞ control problem for a class of discrete-time stochastic systems with random communication delays. The system under consideration involves signals quantisation, state-dependent disturbance as well as random communication delays. The measured output and the control input quantisation are considered simultaneously by using the sector bound approach, while the random communication delays from the sensor to the controller and from the controller to the plant are modelled by a linear function of the stochastic variable satisfying Bernoulli random binary distribution. It is aimed at designing an observer-based controller such that the dynamics of the closed-loop system is guaranteed to be exponentially stable in the mean square, and a prescribed H∞ disturbance attenuation level is also achieved. Finally, a simulation example is given to illustrate the effectiveness of the proposed method.
机译:在这项研究中,作者关注一类具有随机通信延迟的离散时间随机系统的基于观测器的量化H∞控制问题。所考虑的系统涉及信号量化,与状态有关的干扰以及随机通信延迟。通过使用扇区限制方法,可以同时考虑测量的输出和控制输入的量化,而随机变量的线性函数可以满足从传感器到控制器以及从控制器到工厂的随机通信延迟,该线性函数满足伯努利随机二进制分配。其目的是设计一种基于观察者的控制器,以确保闭环系统的动力学在均方中呈指数稳定,并且还可以达到规定的H∞干扰衰减水平。最后,通过仿真实例说明了该方法的有效性。

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  • 来源
    《Control Theory & Applications, IET》 |2013年第3期|372-379|共8页
  • 作者单位

    Key Laboratory of Advanced Control and Optimisation for Chemical Processes of Ministry of Education, East China University of Science and Technology, School of Information Science and Engineering, East China University of Science and Technology;

    Key Laboratory of Advanced Control and Optimisation for Chemical Processes of Ministry of Education, East China University of Science and Technology, School of Information Science and Engineering, East China University of Science and Technology;

    Department of Manufacturing Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong, Department of Control Science and Engineering, Tongji University;

    Key Laboratory of Advanced Control and Optimisation for Chemical Processes of Ministry of Education, East China University of Science and Technology, School of Information Science and Engineering, East China University of Science and Technology;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    stochastic systems; asymptotic stability; closed loop systems; control system synthesis; delays; discrete time systems; H∞ control; observers; probability; quantisation (signal);

    机译:随机系统;渐近稳定性;闭环系统;控制系统综合;时滞;离散时间系统;H∞控制;观测器;概率;量化(信号);

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