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Networked Predictive Control of Uncertain Constrained Nonlinear Systems: Recursive Feasibility and Input-to-State Stability Analysis

机译:不确定约束非线性系统的网络预测控制:递归可行性和输入状态稳定性分析

摘要

In this paper, the robust state feedback stabilization of uncertain discrete-time constrained nonlinear systems in which the loop is closed through a packet-based communication network is addressed. In order to cope with model uncertainty, time-varying transmission delays, and packet dropouts (typically affecting the performances of networked control systems), a robust control scheme combining model predictive control with a network delay compensation strategy is proposed in the context of non-acknowledged UDP-like networks. The contribution of the paper is twofold. First, the issue of guaranteeing the recursive feasibility of the optimization problem associated to the receding horizon control law has been addressed, such that the invariance of the feasible region under the networked closed-loop dynamics can be guaranteed. Secondly, by exploiting a novel characterization of regional Input-to-State Stability in terms of time-varying Lyapunov functions, the networked closed-loop system h
机译:本文研究了不确定的离散时间约束非线性系统的鲁棒状态反馈镇定问题,该非线性系统中的闭环是通过基于分组的通信网络闭合的。为了应对模型不确定性,随时间变化的传输延迟和数据包丢失(通常会影响网络控制系统的性能),提出了一种将模型预测控制与网络延迟补偿策略相结合的鲁棒控制方案。公认的类似UDP的网络。论文的贡献是双重的。首先,解决了保证与后退水平控制律有关的优化问题的递归可行性的问题,从而可以保证在网络闭环动力学下可行区域的不变性。其次,通过利用随时间变化的Lyapunov函数对区域输入到状态稳定性进行新颖的表征,网络闭环系统h

著录项

  • 作者

    Pin G.; Parisini T.;

  • 作者单位
  • 年度 2011
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
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